[{"language":[{"iso":"eng"}],"type":"conference","year":"2014","citation":{"bibtex":"@inproceedings{Jungmann_Kleinjohann_2014, title={Towards Context-Sensitive Service Composition for Service-Oriented Image Processing}, booktitle={Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom)}, publisher={IEEE}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2014}, pages={755–758} }","mla":"Jungmann, Alexander, and Bernd Kleinjohann. “Towards Context-Sensitive Service Composition for Service-Oriented Image Processing.” Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE, 2014, pp. 755–58.","apa":"Jungmann, A., & Kleinjohann, B. (2014). Towards Context-Sensitive Service Composition for Service-Oriented Image Processing. Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 755–758.","ama":"Jungmann A, Kleinjohann B. Towards Context-Sensitive Service Composition for Service-Oriented Image Processing. In: Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE; 2014:755-758.","chicago":"Jungmann, Alexander, and Bernd Kleinjohann. “Towards Context-Sensitive Service Composition for Service-Oriented Image Processing.” In Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 755–58. IEEE, 2014.","ieee":"A. Jungmann and B. Kleinjohann, “Towards Context-Sensitive Service Composition for Service-Oriented Image Processing,” in Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2014, pp. 755–758.","short":"A. Jungmann, B. Kleinjohann, in: Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), IEEE, 2014, pp. 755–758."},"page":"755-758","_id":"25112","date_updated":"2022-01-06T06:56:51Z","conference":{"end_date":"2014-12-18","start_date":"2014-12-15"},"status":"public","date_created":"2021-09-29T10:07:26Z","author":[{"full_name":"Jungmann, Alexander","first_name":"Alexander","last_name":"Jungmann"},{"first_name":"Bernd","full_name":"Kleinjohann, Bernd","last_name":"Kleinjohann"}],"publisher":"IEEE","department":[{"_id":"672"}],"publication":"Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom)","user_id":"21240","title":"Towards Context-Sensitive Service Composition for Service-Oriented Image Processing","abstract":[{"lang":"eng","text":"Automatically composing service-based software solutions is a challenging task. Considering context information during this service composition process is even more challenging. In domains such as image processing, however, context-sensitivity is inherent and cannot be ignored when developing techniques for automatic service composition. Formal approaches tend to create ambiguous solutions, whenever the expressive power of the applied formalism is limited. For example, services may have the same formal specification, although their actual functionality depends on the concrete context. In order to satisfy individual user requests while providing data-dependent functionality, formal approaches have to be extended. We propose to incorporate Reinforcement Learning techniques and combine them with planning based composition approaches. While planning ensures formally correct solutions, learning enables the composition process to resolve ambiguity by implicitly considering context information. Preliminary results show that our combined approach adapts to a static context while still satisfying formally specified requirements."}]},{"language":[{"iso":"eng"}],"page":"572-594","year":"2014","citation":{"chicago":"Jungmann, Alexander, Sonja Brangewitz, Ronald Petrlic, and Marie Christin Platenius. “Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services.” International Journal on Advances in Intelligent Systems 7(3&4), 2014, 572–94.","apa":"Jungmann, A., Brangewitz, S., Petrlic, R., & Platenius, M. C. (2014). Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services. International Journal on Advances in Intelligent Systems 7(3&4), 572–594.","ama":"Jungmann A, Brangewitz S, Petrlic R, Platenius MC. Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services. International Journal on Advances in Intelligent Systems 7(3&4). Published online 2014:572-594.","bibtex":"@article{Jungmann_Brangewitz_Petrlic_Platenius_2014, title={Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services}, journal={International Journal on Advances in Intelligent Systems 7(3&4)}, author={Jungmann, Alexander and Brangewitz, Sonja and Petrlic, Ronald and Platenius, Marie Christin}, year={2014}, pages={572–594} }","mla":"Jungmann, Alexander, et al. “Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services.” International Journal on Advances in Intelligent Systems 7(3&4), 2014, pp. 572–94.","short":"A. Jungmann, S. Brangewitz, R. Petrlic, M.C. Platenius, International Journal on Advances in Intelligent Systems 7(3&4) (2014) 572–594.","ieee":"A. Jungmann, S. Brangewitz, R. Petrlic, and M. C. Platenius, “Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services,” International Journal on Advances in Intelligent Systems 7(3&4), pp. 572–594, 2014."},"type":"journal_article","_id":"25114","date_updated":"2022-01-06T06:56:51Z","publication":"International Journal on Advances in Intelligent Systems 7(3&4)","department":[{"_id":"672"}],"author":[{"full_name":"Jungmann, Alexander","first_name":"Alexander","last_name":"Jungmann"},{"first_name":"Sonja","full_name":"Brangewitz, Sonja","last_name":"Brangewitz"},{"last_name":"Petrlic","first_name":"Ronald","full_name":"Petrlic, Ronald"},{"last_name":"Platenius","first_name":"Marie Christin","full_name":"Platenius, Marie Christin"}],"date_created":"2021-09-29T10:18:29Z","status":"public","abstract":[{"text":"One goal of service-oriented computing is to realize future markets of composed services. In such markets, service providers offer services that can be flexibly combined with each other. However, although crucial for decision-making, market participants are usually not able to individually estimate the quality of traded services in advance. To overcome this problem, we present a conceptual design for a reputation system that collects and processes user feedback on transactions, and provides this information as a signal for quality to participants in the market. Based on our proposed concept, we describe the incorporation of reputation information into distinct decisionmaking processes that are crucial in such service markets. In this context, we present a fuzzy service matching approach that takes reputation information into account. Furthermore, we introduce an adaptive service composition approach, and investigate the impact of exchanging immediate user feedback by reputation information. Last but not least, we describe the importance of reputation information for economic decisions of different market participants. The overall output of this paper is a comprehensive view on managing and exploiting reputation information in markets of composed services using the example of On-The-Fly Computing.","lang":"eng"}],"user_id":"21240","title":"Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services"},{"language":[{"iso":"eng"}],"page":"105-112","year":"2014","citation":{"short":"A. Jungmann, F. Mohr, B. Kleinjohann, in: Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), IEEE Computer Society, 2014, pp. 105–112.","ieee":"A. Jungmann, F. Mohr, and B. Kleinjohann, “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition,” in Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), 2014, pp. 105–112.","chicago":"Jungmann, Alexander, Felix Mohr, and Bernd Kleinjohann. “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition.” In Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), 105–12. IEEE Computer Society, 2014.","apa":"Jungmann, A., Mohr, F., & Kleinjohann, B. (2014). Applying Reinforcement Learning for Resolving Ambiguity in Service Composition. Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), 105–112.","ama":"Jungmann A, Mohr F, Kleinjohann B. Applying Reinforcement Learning for Resolving Ambiguity in Service Composition. In: Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA). IEEE Computer Society; 2014:105-112.","bibtex":"@inproceedings{Jungmann_Mohr_Kleinjohann_2014, title={Applying Reinforcement Learning for Resolving Ambiguity in Service Composition}, booktitle={Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)}, publisher={IEEE Computer Society}, author={Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd}, year={2014}, pages={105–112} }","mla":"Jungmann, Alexander, et al. “Applying Reinforcement Learning for Resolving Ambiguity in Service Composition.” Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), IEEE Computer Society, 2014, pp. 105–12."},"type":"conference","date_updated":"2022-01-06T06:56:51Z","_id":"25115","date_created":"2021-09-29T10:35:37Z","status":"public","department":[{"_id":"672"}],"publication":"Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)","publisher":"IEEE Computer Society","author":[{"last_name":"Jungmann","first_name":"Alexander","full_name":"Jungmann, Alexander"},{"full_name":"Mohr, Felix","first_name":"Felix","last_name":"Mohr"},{"full_name":"Kleinjohann, Bernd","first_name":"Bernd","last_name":"Kleinjohann"}],"user_id":"21240","title":"Applying Reinforcement Learning for Resolving Ambiguity in Service Composition","abstract":[{"lang":"eng","text":"Automatically composing service-based software solutions is still a challenging task. Functional as well as nonfunctional properties have to be considered in order to satisfy individual user requests. Regarding non-functional properties, the composition process can be modeled as optimization problem and solved accordingly. Functional properties, in turn, can be described by means of a formal specification language. Statespace based planning approaches can then be applied to solve the underlying composition problem. However, depending on the expressiveness of the applied formalism and the completeness of the functional descriptions, formally equivalent services may still differ with respect to their implemented functionality. As a consequence, the most appropriate solution for a desired functionality can hardly be determined without considering additional information. In this paper, we demonstrate how to overcome this lack of information by means of Reinforcement Learning. In order to resolve ambiguity, we expand state-space based service composition by a recommendation mechanism that supports decision-making beyond formal specifications. The recommendation mechanism adjusts its recommendation strategy based on feedback from previous composition runs. Image processing serves as case study. Experimental results show the benefit of our proposed solution."}]},{"user_id":"21240","title":"Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation","date_created":"2021-09-29T10:43:10Z","status":"public","publication":"Forum on Specification & Design Languages (FDL 2014)","department":[{"_id":"672"}],"author":[{"first_name":"Markus","full_name":"Becker, Markus","last_name":"Becker"},{"last_name":"Kuznik","full_name":"Kuznik, Christoph","first_name":"Christoph"}],"_id":"25116","date_updated":"2022-01-06T06:56:51Z","language":[{"iso":"eng"}],"citation":{"chicago":"Becker, Markus, and Christoph Kuznik. “Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation.” Forum on Specification & Design Languages (FDL 2014), 2014.","apa":"Becker, M., & Kuznik, C. (2014). Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation. Forum on Specification & Design Languages (FDL 2014).","ama":"Becker M, Kuznik C. Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation. Forum on Specification & Design Languages (FDL 2014). Published online 2014.","mla":"Becker, Markus, and Christoph Kuznik. “Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation.” Forum on Specification & Design Languages (FDL 2014), 2014.","bibtex":"@article{Becker_Kuznik_2014, title={Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation}, journal={Forum on Specification & Design Languages (FDL 2014)}, author={Becker, Markus and Kuznik, Christoph}, year={2014} }","short":"M. Becker, C. Kuznik, Forum on Specification & Design Languages (FDL 2014) (2014).","ieee":"M. Becker and C. Kuznik, “Fast Many-Worlds Simulation to Resolve Nondeterminism of Fault Effect Propagation,” Forum on Specification & Design Languages (FDL 2014), 2014."},"year":"2014","type":"journal_article"},{"language":[{"iso":"ger"}],"citation":{"short":"S. Hagenkötter, Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336, Paderborn, 2014.","ieee":"S. Hagenkötter, Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen, vol. 336. Paderborn: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336, 2014.","chicago":"Hagenkötter, Sebastian. Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen. Vol. 336. Paderborn: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336, 2014.","apa":"Hagenkötter, S. (2014). Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen (Vol. 336). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336.","ama":"Hagenkötter S. Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen. Vol 336. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336; 2014.","bibtex":"@book{Hagenkötter_2014, place={Paderborn}, title={Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen}, volume={336}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336}, author={Hagenkötter, Sebastian}, year={2014} }","mla":"Hagenkötter, Sebastian. Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336, 2014."},"year":"2014","type":"dissertation","_id":"25118","date_updated":"2022-01-06T06:56:51Z","intvolume":" 336","author":[{"last_name":"Hagenkötter","first_name":"Sebastian","full_name":"Hagenkötter, Sebastian"}],"publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, Band 336","department":[{"_id":"672"}],"status":"public","date_created":"2021-09-29T11:40:19Z","volume":336,"publication_identifier":{"isbn":[" 978-3-942647-55-7"]},"place":"Paderborn","user_id":"21240","title":"Adaptive prozessintegrierte Qualitätsüberwachung von Ultraschalldrahtbondprozessen"},{"publication":"Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014","department":[{"_id":"672"}],"author":[{"last_name":"Stern","first_name":"Claudius","full_name":"Stern, Claudius"},{"full_name":"Kleinjohann, Lisa","first_name":"Lisa","id":"15588","last_name":"Kleinjohann"}],"publisher":" Institute of Industrial Applications Engineers","date_created":"2021-09-29T11:56:44Z","status":"public","abstract":[{"text":"In case of a disaster it is of utmost importance to obtain an overview of the affected area in order to coordinate rescue operations. Recent research and development has led to affordable unmanned aerial vehicles (UAVs) and enabled (semi-)autonomous surveillance and mapping of a disaster areas by UAVs. Mapping an area from many images incorporates image registration. Commonly used registration techniques expect static images to be registered. However, while mapping a disaster area, it is very likely that objects like vehicles or persons are moving on the ground, thus leading to dynamic scenes. We formerly introduced a fast and robust approach to register large amounts of successively arriving images, e.g., from UAVs. The approach only uses rigid-body transformations, but the usage of virtual forces enables the registration to tolerate small perspective distortions. This paper investigates the performance of our approach when applied to dynamic scenes, which are represented by nonlinear disturbances within image correspondences. We show that our approach not only tolerates small perspective distortions but also is able to register dynamic scenes.\r\n","lang":"eng"}],"user_id":"21240","title":"Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces","language":[{"iso":"eng"}],"page":"209-215","year":"2014","type":"conference","citation":{"bibtex":"@inproceedings{Stern_Kleinjohann_2014, title={Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces}, booktitle={Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014}, publisher={ Institute of Industrial Applications Engineers}, author={Stern, Claudius and Kleinjohann, Lisa}, year={2014}, pages={209–215} }","mla":"Stern, Claudius, and Lisa Kleinjohann. “Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces.” Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014, Institute of Industrial Applications Engineers, 2014, pp. 209–15.","chicago":"Stern, Claudius, and Lisa Kleinjohann. “Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces.” In Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014, 209–15. Institute of Industrial Applications Engineers, 2014.","apa":"Stern, C., & Kleinjohann, L. (2014). Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces. Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014, 209–215.","ama":"Stern C, Kleinjohann L. Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces. In: Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014. Institute of Industrial Applications Engineers; 2014:209-215.","ieee":"C. Stern and L. Kleinjohann, “Evaluating Influence of Nonlinear Disturbances on Image Registration Based on Virtual Forces,” in Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014, Kitakyushu, Japan, 26. - 29. Sep. 2014, 2014, pp. 209–215.","short":"C. Stern, L. Kleinjohann, in: Proceedings of The 2nd International Conference on Intelligent Systems and Image Processing 2014, Institute of Industrial Applications Engineers, 2014, pp. 209–215."},"conference":{"location":"Kitakyushu, Japan, 26. - 29. Sep. 2014"},"_id":"25119","date_updated":"2022-01-06T06:56:51Z"},{"language":[{"iso":"eng"}],"citation":{"short":"S. Grösbrink, L. Almeida, in: 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.","ieee":"S. Grösbrink and L. Almeida, “A Criticality-aware Mapping of Real-time Virtual Machines to Multi-core Processors,” 2014.","chicago":"Grösbrink, Stefan, and Luis Almeida. “A Criticality-Aware Mapping of Real-Time Virtual Machines to Multi-Core Processors.” In 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.","ama":"Grösbrink S, Almeida L. A Criticality-aware Mapping of Real-time Virtual Machines to Multi-core Processors. In: 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). ; 2014.","apa":"Grösbrink, S., & Almeida, L. (2014). A Criticality-aware Mapping of Real-time Virtual Machines to Multi-core Processors. 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).","mla":"Grösbrink, Stefan, and Luis Almeida. “A Criticality-Aware Mapping of Real-Time Virtual Machines to Multi-Core Processors.” 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.","bibtex":"@inproceedings{Grösbrink_Almeida_2014, title={A Criticality-aware Mapping of Real-time Virtual Machines to Multi-core Processors}, booktitle={19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, author={Grösbrink, Stefan and Almeida, Luis}, year={2014} }"},"type":"conference","year":"2014","date_updated":"2022-01-06T06:56:52Z","_id":"25122","date_created":"2021-09-29T12:14:06Z","status":"public","department":[{"_id":"672"}],"publication":"19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","author":[{"last_name":"Grösbrink","first_name":"Stefan","full_name":"Grösbrink, Stefan"},{"last_name":"Almeida","first_name":"Luis","full_name":"Almeida, Luis"}],"user_id":"21240","title":"A Criticality-aware Mapping of Real-time Virtual Machines to Multi-core Processors"},{"user_id":"21240","title":"Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software","author":[{"last_name":"Becker","first_name":"Markus","full_name":"Becker, Markus"},{"last_name":"Kuznik","full_name":"Kuznik, Christoph","first_name":"Christoph"},{"full_name":"Müller, Wolfgang","first_name":"Wolfgang","id":"16243","last_name":"Müller"}],"publication":"17th Euromicro Conference on Digital Systems Design (DSD)","department":[{"_id":"672"}],"status":"public","date_created":"2021-09-30T07:15:48Z","date_updated":"2022-01-06T06:56:53Z","_id":"25145","language":[{"iso":"eng"}],"type":"conference","citation":{"bibtex":"@inproceedings{Becker_Kuznik_Müller_2014, title={Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software}, booktitle={17th Euromicro Conference on Digital Systems Design (DSD)}, author={Becker, Markus and Kuznik, Christoph and Müller, Wolfgang}, year={2014} }","mla":"Becker, Markus, et al. “Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software.” 17th Euromicro Conference on Digital Systems Design (DSD), 2014.","apa":"Becker, M., Kuznik, C., & Müller, W. (2014). Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software. 17th Euromicro Conference on Digital Systems Design (DSD).","ama":"Becker M, Kuznik C, Müller W. Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software. In: 17th Euromicro Conference on Digital Systems Design (DSD). ; 2014.","chicago":"Becker, Markus, Christoph Kuznik, and Wolfgang Müller. “Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software.” In 17th Euromicro Conference on Digital Systems Design (DSD), 2014.","ieee":"M. Becker, C. Kuznik, and W. Müller, “Virtual Platforms for Model-Based Design of Dependable Cyber-Physical System Software,” 2014.","short":"M. Becker, C. Kuznik, W. Müller, in: 17th Euromicro Conference on Digital Systems Design (DSD), 2014."},"year":"2014"},{"user_id":"21240","title":"Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems","status":"public","date_created":"2021-09-30T07:20:58Z","author":[{"full_name":"Jatzkowski, Jan","first_name":"Jan","last_name":"Jatzkowski"},{"first_name":"Bernd","full_name":"Kleinjohann, Bernd","last_name":"Kleinjohann"}],"publication":"2nd International Conference on System-integrated Intelligence: New Challenges for Product and Production Engineering (SysInt)","department":[{"_id":"672"}],"date_updated":"2022-01-06T06:56:53Z","_id":"25147","conference":{"start_date":"2014-07-02","end_date":"2014-07-04"},"language":[{"iso":"eng"}],"citation":{"mla":"Jatzkowski, Jan, and Bernd Kleinjohann. “Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems.” 2nd International Conference on System-Integrated Intelligence: New Challenges for Product and Production Engineering (SysInt), 2014.","bibtex":"@inproceedings{Jatzkowski_Kleinjohann_2014, title={Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems}, booktitle={2nd International Conference on System-integrated Intelligence: New Challenges for Product and Production Engineering (SysInt)}, author={Jatzkowski, Jan and Kleinjohann, Bernd}, year={2014} }","chicago":"Jatzkowski, Jan, and Bernd Kleinjohann. “Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems.” In 2nd International Conference on System-Integrated Intelligence: New Challenges for Product and Production Engineering (SysInt), 2014.","ama":"Jatzkowski J, Kleinjohann B. Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems. In: 2nd International Conference on System-Integrated Intelligence: New Challenges for Product and Production Engineering (SysInt). ; 2014.","apa":"Jatzkowski, J., & Kleinjohann, B. (2014). Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems. 2nd International Conference on System-Integrated Intelligence: New Challenges for Product and Production Engineering (SysInt).","ieee":"J. Jatzkowski and B. Kleinjohann, “Towards Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems,” 2014.","short":"J. Jatzkowski, B. Kleinjohann, in: 2nd International Conference on System-Integrated Intelligence: New Challenges for Product and Production Engineering (SysInt), 2014."},"year":"2014","type":"conference"},{"date_created":"2021-09-30T07:40:01Z","status":"public","publication":"Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC)","department":[{"_id":"672"}],"author":[{"last_name":"Sudhakar","full_name":"Sudhakar, Krishna","first_name":"Krishna"},{"last_name":"Zhao","full_name":"Zhao, Yuhong","first_name":"Yuhong"},{"last_name":"Rammig","first_name":"Franz-Josef","full_name":"Rammig, Franz-Josef"}],"publisher":"IEEE Xplore","user_id":"21240","title":"Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System","place":"Reno, NV","language":[{"iso":"eng"}],"page":"374-383","year":"2014","type":"conference","citation":{"mla":"Sudhakar, Krishna, et al. “Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System.” Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), IEEE Xplore, 2014, pp. 374–83.","bibtex":"@inproceedings{Sudhakar_Zhao_Rammig_2014, place={Reno, NV}, title={Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System}, booktitle={Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC)}, publisher={IEEE Xplore}, author={Sudhakar, Krishna and Zhao, Yuhong and Rammig, Franz-Josef}, year={2014}, pages={374–383} }","ama":"Sudhakar K, Zhao Y, Rammig F-J. Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System. In: Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC). IEEE Xplore; 2014:374-383.","apa":"Sudhakar, K., Zhao, Y., & Rammig, F.-J. (2014). Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System. Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), 374–383.","chicago":"Sudhakar, Krishna, Yuhong Zhao, and Franz-Josef Rammig. “Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System.” In Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), 374–83. Reno, NV: IEEE Xplore, 2014.","ieee":"K. Sudhakar, Y. Zhao, and F.-J. Rammig, “Efficient Integration of Online Model Checking into a Small-Footprint Real-Time Operating System,” in Proc. 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), 2014, pp. 374–383.","short":"K. Sudhakar, Y. Zhao, F.-J. 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Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-53742-4_3","ama":"Seifried A, Ober-Blöbaum S. Optimal Control with Uncertainty. In: Gausemeier J, Rammig FJ, Schäfer W, Sextro W, eds. Dependability of Self-Optimizing Mechatronic Systems. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg; 2014:77-85. doi:10.1007/978-3-642-53742-4_3","chicago":"Seifried, A., and S. Ober-Blöbaum. “Optimal Control with Uncertainty.” In Dependability of Self-Optimizing Mechatronic Systems, edited by Jürgen Gausemeier, Franz Josef Rammig, Wilhelm Schäfer, and Walter Sextro, 77–85. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014. https://doi.org/10.1007/978-3-642-53742-4_3.","ieee":"A. Seifried and S. Ober-Blöbaum, “Optimal Control with Uncertainty,” in Dependability of Self-Optimizing Mechatronic Systems, J. Gausemeier, F. J. Rammig, W. Schäfer, and W. Sextro, Eds. Springer Berlin Heidelberg, 2014, pp. 77–85.","short":"A. Seifried, S. Ober-Blöbaum, in: J. Gausemeier, F.J. Rammig, W. Schäfer, W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems, Springer Berlin Heidelberg, 2014, pp. 77–85."},"page":"77-85","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:54:18Z","_id":"20078","doi":"10.1007/978-3-642-53742-4_3","author":[{"last_name":"Seifried","full_name":"Seifried, A.","first_name":"A."},{"first_name":"S.","full_name":"Ober-Blöbaum, S.","last_name":"Ober-Blöbaum"}],"publisher":"Springer Berlin Heidelberg","publication":"Dependability of Self-Optimizing Mechatronic Systems","editor":[{"first_name":"Jürgen","full_name":"Gausemeier, Jürgen","last_name":"Gausemeier"},{"last_name":"Rammig","first_name":"Franz Josef","full_name":"Rammig, Franz Josef"},{"last_name":"Schäfer","full_name":"Schäfer, Wilhelm","first_name":"Wilhelm"},{"full_name":"Sextro, Walter","first_name":"Walter","last_name":"Sextro"}],"publication_identifier":{"isbn":["978-3-642-53741-7"]},"status":"public","date_created":"2020-10-15T15:57:20Z","title":"Optimal Control with Uncertainty","user_id":"16494"},{"date_updated":"2022-01-06T06:54:18Z","_id":"20083","doi":"10.1007/978-3-642-53742-4_1","series_title":"Lecture Notes in Mechanical Engineering","language":[{"iso":"eng"}],"page":"1-24","citation":{"ama":"Trächtler A, Hölscher C, Rasche C, et al. Introduction to Self-optimization and Dependability. In: Gausemeier J, Josef Rammig F, Schäfer W, Sextro W, eds. Dependability of Self-Optimizing Mechatronic Systems. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg; 2014:1-24. doi:10.1007/978-3-642-53742-4_1","apa":"Trächtler, A., Hölscher, C., Rasche, C., Priesterjahn, C., Zimmer, D., Henning Keßler, J., … Sextro, W. (2014). Introduction to Self-optimization and Dependability. In J. Gausemeier, F. Josef Rammig, W. Schäfer, & W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems (pp. 1–24). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-53742-4_1","chicago":"Trächtler, Ansgar, Christian Hölscher, Christoph Rasche, Claudia Priesterjahn, Detmar Zimmer, Jan Henning Keßler, Katharina Stahl, et al. “Introduction to Self-Optimization and Dependability.” In Dependability of Self-Optimizing Mechatronic Systems, edited by Jürgen Gausemeier, Franz Josef Rammig, Wilhelm Schäfer, and Walter Sextro, 1–24. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014. https://doi.org/10.1007/978-3-642-53742-4_1.","bibtex":"@inbook{Trächtler_Hölscher_Rasche_Priesterjahn_Zimmer_Henning Keßler_Stahl_Flaßkamp_Vaßholz_Krüger_et al._2014, series={Lecture Notes in Mechanical Engineering}, title={Introduction to Self-optimization and Dependability}, DOI={10.1007/978-3-642-53742-4_1}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer Berlin Heidelberg}, author={Trächtler, Ansgar and Hölscher, Christian and Rasche, Christoph and Priesterjahn, Claudia and Zimmer, Detmar and Henning Keßler, Jan and Stahl, Katharina and Flaßkamp, Kathrin and Vaßholz, Mareen and Krüger, Martin and et al.}, editor={Gausemeier, Jürgen and Josef Rammig, Franz and Schäfer, Wilhelm and Sextro, WalterEditors}, year={2014}, pages={1–24}, collection={Lecture Notes in Mechanical Engineering} }","mla":"Trächtler, Ansgar, et al. “Introduction to Self-Optimization and Dependability.” Dependability of Self-Optimizing Mechatronic Systems, edited by Jürgen Gausemeier et al., Springer Berlin Heidelberg, 2014, pp. 1–24, doi:10.1007/978-3-642-53742-4_1.","short":"A. Trächtler, C. Hölscher, C. Rasche, C. Priesterjahn, D. Zimmer, J. Henning Keßler, K. Stahl, K. Flaßkamp, M. Vaßholz, M. Krüger, M. Dellnitz, P. Iwanek, P. Reinold, P. Hartmann, T. Meyer, W. Sextro, in: J. Gausemeier, F. Josef Rammig, W. Schäfer, W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems, Springer Berlin Heidelberg, 2014, pp. 1–24.","ieee":"A. Trächtler et al., “Introduction to Self-optimization and Dependability,” in Dependability of Self-Optimizing Mechatronic Systems, J. Gausemeier, F. Josef Rammig, W. Schäfer, and W. Sextro, Eds. Springer Berlin Heidelberg, 2014, pp. 1–24."},"year":"2014","type":"book_chapter","user_id":"16494","title":"Introduction to Self-optimization and Dependability","publication":"Dependability of Self-Optimizing Mechatronic Systems","publisher":"Springer Berlin Heidelberg","author":[{"first_name":"Ansgar","full_name":"Trächtler, Ansgar","last_name":"Trächtler"},{"last_name":"Hölscher","full_name":"Hölscher, Christian","first_name":"Christian"},{"last_name":"Rasche","first_name":"Christoph","full_name":"Rasche, Christoph"},{"last_name":"Priesterjahn","full_name":"Priesterjahn, Claudia","first_name":"Claudia"},{"last_name":"Zimmer","full_name":"Zimmer, Detmar","first_name":"Detmar"},{"first_name":"Jan","full_name":"Henning Keßler, Jan","last_name":"Henning Keßler"},{"last_name":"Stahl","first_name":"Katharina","full_name":"Stahl, Katharina"},{"last_name":"Flaßkamp","full_name":"Flaßkamp, Kathrin","first_name":"Kathrin"},{"full_name":"Vaßholz, Mareen","first_name":"Mareen","last_name":"Vaßholz"},{"last_name":"Krüger","full_name":"Krüger, Martin","first_name":"Martin"},{"last_name":"Dellnitz","first_name":"Michael","full_name":"Dellnitz, Michael"},{"last_name":"Iwanek","first_name":"Peter","full_name":"Iwanek, Peter"},{"last_name":"Reinold","first_name":"Peter","full_name":"Reinold, Peter"},{"last_name":"Hartmann","full_name":"Hartmann, Philip","first_name":"Philip"},{"last_name":"Meyer","full_name":"Meyer, Tobias","first_name":"Tobias"},{"last_name":"Sextro","full_name":"Sextro, Walter","first_name":"Walter"}],"date_created":"2020-10-15T15:58:10Z","status":"public","publication_identifier":{"isbn":["978-3-642-53741-7"]},"editor":[{"first_name":"Jürgen","full_name":"Gausemeier, Jürgen","last_name":"Gausemeier"},{"last_name":"Josef Rammig","first_name":"Franz","full_name":"Josef Rammig, Franz"},{"last_name":"Schäfer","full_name":"Schäfer, Wilhelm","first_name":"Wilhelm"},{"last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter"}]},{"publication_identifier":{"isbn":["978-3-642-53741-7"]},"editor":[{"last_name":"Gausemeier","full_name":"Gausemeier, J{ü}rgen","first_name":"J{ü}rgen"},{"last_name":"Josef Rammig","first_name":"Franz","full_name":"Josef Rammig, Franz"},{"last_name":"Schäfer","first_name":"Wilhelm","full_name":"Schäfer, Wilhelm"},{"last_name":"Sextro","full_name":"Sextro, Walter","first_name":"Walter"}],"date_created":"2020-10-15T15:58:11Z","status":"public","publication":"Dependability of Self-Optimizing Mechatronic Systems","publisher":"Springer Berlin Heidelberg","author":[{"full_name":"Seifried, Albert","first_name":"Albert","last_name":"Seifried"},{"last_name":"Trächtler","full_name":"Trächtler, Ansgar","first_name":"Ansgar"},{"full_name":"Kleinjohann, Bernd","first_name":"Bernd","last_name":"Kleinjohann"},{"full_name":"Heinzemann, Christian","first_name":"Christian","last_name":"Heinzemann"},{"first_name":"Christoph","full_name":"Rasche, Christoph","last_name":"Rasche"},{"last_name":"Priesterjahn","first_name":"Claudia","full_name":"Priesterjahn, Claudia"},{"last_name":"Steenken","full_name":"Steenken, Dominik","first_name":"Dominik"},{"full_name":"Ramming, Franz-Josef}","first_name":"Franz-Josef}","last_name":"Ramming"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"},{"full_name":"Henning Keßler, Jan","first_name":"Jan","last_name":"Henning Keßler"},{"first_name":"J{ü}rgen","full_name":"Gausemeier, J{ü}rgen","last_name":"Gausemeier"},{"last_name":"Stahl","first_name":"Katharin","full_name":"Stahl, Katharin"},{"full_name":"Flaßkamp, Kathrin","first_name":"Kathrin","last_name":"Flaßkamp"},{"last_name":"Witting","full_name":"Witting, Katrin","first_name":"Katrin"},{"full_name":"Kleinjohann, Lisa","first_name":"Lisa","last_name":"Kleinjohann"},{"last_name":"Porrmann","first_name":"Mario","full_name":"Porrmann, Mario"},{"last_name":"Krüger","first_name":"Martin","full_name":"Krüger, Martin"},{"last_name":"Dellnitz","first_name":"Michael","full_name":"Dellnitz, Michael"},{"last_name":"Iwanek","first_name":"Peter","full_name":"Iwanek, Peter"},{"last_name":"Reinold","first_name":"Peter","full_name":"Reinold, Peter"},{"first_name":"Philip","full_name":"Hartmann, Philip","last_name":"Hartmann"},{"last_name":"Dorociak","full_name":"Dorociak, Rafal","first_name":"Rafal"},{"last_name":"Timmermann","full_name":"Timmermann, Robert","first_name":"Robert"},{"last_name":"Korf","first_name":"Sebastian","full_name":"Korf, Sebastian"},{"last_name":"Groesbrink","first_name":"Stefan","full_name":"Groesbrink, Stefan"},{"first_name":"Steffen","full_name":"Ziegert, Steffen","last_name":"Ziegert"},{"first_name":"Tao","full_name":"Xie, Tao","last_name":"Xie"},{"first_name":"Tobias","full_name":"Meyer, Tobias","last_name":"Meyer"},{"full_name":"Sextro, Walter","first_name":"Walter","last_name":"Sextro"},{"last_name":"Schäfer","first_name":"Wilhelm","full_name":"Schäfer, Wilhelm"},{"full_name":"Müller, Wolfgang","first_name":"Wolfgang","last_name":"Müller"},{"first_name":"Yuhong","full_name":"Zhao, Yuhong","last_name":"Zhao"}],"title":"Methods of Improving the Dependability of Self-optimizing Systems","user_id":"16494","page":"37-171","type":"book_chapter","year":"2014","citation":{"mla":"Seifried, Albert, et al. “Methods of Improving the Dependability of Self-Optimizing Systems.” Dependability of Self-Optimizing Mechatronic Systems, edited by J{ü}rgen Gausemeier et al., Springer Berlin Heidelberg, 2014, pp. 37–171, doi:10.1007/978-3-642-53742-4_3.","bibtex":"@inbook{Seifried_Trächtler_Kleinjohann_Heinzemann_Rasche_Priesterjahn_Steenken_Ramming_Wehrheim_Henning Keßler_et al._2014, series={Lecture Notes in Mechanical Engineering}, title={Methods of Improving the Dependability of Self-optimizing Systems}, DOI={10.1007/978-3-642-53742-4_3}, booktitle={Dependability of Self-Optimizing Mechatronic Systems}, publisher={Springer Berlin Heidelberg}, author={Seifried, Albert and Trächtler, Ansgar and Kleinjohann, Bernd and Heinzemann, Christian and Rasche, Christoph and Priesterjahn, Claudia and Steenken, Dominik and Ramming, Franz-Josef} and Wehrheim, Heike and Henning Keßler, Jan and et al.}, editor={Gausemeier, J{ü}rgen and Josef Rammig, Franz and Schäfer, Wilhelm and Sextro, WalterEditors}, year={2014}, pages={37–171}, collection={Lecture Notes in Mechanical Engineering} }","chicago":"Seifried, Albert, Ansgar Trächtler, Bernd Kleinjohann, Christian Heinzemann, Christoph Rasche, Claudia Priesterjahn, Dominik Steenken, et al. “Methods of Improving the Dependability of Self-Optimizing Systems.” In Dependability of Self-Optimizing Mechatronic Systems, edited by J{ü}rgen Gausemeier, Franz Josef Rammig, Wilhelm Schäfer, and Walter Sextro, 37–171. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg, 2014. https://doi.org/10.1007/978-3-642-53742-4_3.","ama":"Seifried A, Trächtler A, Kleinjohann B, et al. Methods of Improving the Dependability of Self-optimizing Systems. In: Gausemeier J, Josef Rammig F, Schäfer W, Sextro W, eds. Dependability of Self-Optimizing Mechatronic Systems. Lecture Notes in Mechanical Engineering. Springer Berlin Heidelberg; 2014:37-171. doi:10.1007/978-3-642-53742-4_3","apa":"Seifried, A., Trächtler, A., Kleinjohann, B., Heinzemann, C., Rasche, C., Priesterjahn, C., … Zhao, Y. (2014). Methods of Improving the Dependability of Self-optimizing Systems. In J. Gausemeier, F. Josef Rammig, W. Schäfer, & W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems (pp. 37–171). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-53742-4_3","ieee":"A. Seifried et al., “Methods of Improving the Dependability of Self-optimizing Systems,” in Dependability of Self-Optimizing Mechatronic Systems, J. Gausemeier, F. Josef Rammig, W. Schäfer, and W. Sextro, Eds. Springer Berlin Heidelberg, 2014, pp. 37–171.","short":"A. Seifried, A. Trächtler, B. Kleinjohann, C. Heinzemann, C. Rasche, C. Priesterjahn, D. Steenken, F.-J. Ramming, H. Wehrheim, J. Henning Keßler, J. Gausemeier, K. Stahl, K. Flaßkamp, K. Witting, L. Kleinjohann, M. Porrmann, M. Krüger, M. Dellnitz, P. Iwanek, P. Reinold, P. Hartmann, R. Dorociak, R. Timmermann, S. Korf, S. Groesbrink, S. Ziegert, T. Xie, T. Meyer, W. Sextro, W. Schäfer, W. Müller, Y. Zhao, in: J. Gausemeier, F. Josef Rammig, W. Schäfer, W. Sextro (Eds.), Dependability of Self-Optimizing Mechatronic Systems, Springer Berlin Heidelberg, 2014, pp. 37–171."},"language":[{"iso":"eng"}],"series_title":"Lecture Notes in Mechanical Engineering","doi":"10.1007/978-3-642-53742-4_3","_id":"20084","date_updated":"2022-01-06T06:54:18Z"},{"date_created":"2020-10-19T08:41:18Z","status":"public","volume":20,"department":[{"_id":"63"},{"_id":"238"}],"publication":"Artificial Life","author":[{"last_name":"Hamann","full_name":"Hamann, Heiko","first_name":"Heiko"},{"last_name":"Schmickl","first_name":"Thomas","full_name":"Schmickl, Thomas"},{"first_name":"Karl","full_name":"Crailsheim, Karl","last_name":"Crailsheim"}],"user_id":"15415","title":"Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem","abstract":[{"text":"A grand challenge in the field of artificial life is to find a general theory of emergent self-organizing systems. In swarm systems most of the observed complexity is based on motion of simple entities. Similarly, statistical mechanics focuses on collective properties induced by the motion of many interacting particles. In this article we apply methods from statistical mechanics to swarm systems. We try to explain the emergent behavior of a simulated swarm by applying methods based on the fluctuation theorem. Empirical results indicate that swarms are able to produce negative entropy within an isolated subsystem due to frozen accidents. Individuals of a swarm are able to locally detect fluctuations of the global entropy measure and store them, if they are negative entropy productions. By accumulating these stored fluctuations over time the swarm as a whole is producing negative entropy and the system ends up in an ordered state. We claim that this indicates the existence of an inverted fluctuation theorem for emergent self-organizing dissipative systems. This approach bears the potential of general applicability.","lang":"eng"}],"language":[{"iso":"eng"}],"page":"77-93","year":"2014","citation":{"bibtex":"@article{Hamann_Schmickl_Crailsheim_2014, title={Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem}, volume={20}, DOI={10.1162/ARTL_a_00097}, number={1}, journal={Artificial Life}, author={Hamann, Heiko and Schmickl, Thomas and Crailsheim, Karl}, year={2014}, pages={77–93} }","mla":"Hamann, Heiko, et al. “Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem.” Artificial Life, vol. 20, no. 1, 2014, pp. 77–93, doi:10.1162/ARTL_a_00097.","apa":"Hamann, H., Schmickl, T., & Crailsheim, K. (2014). Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem. Artificial Life, 20(1), 77–93. https://doi.org/10.1162/ARTL_a_00097","ama":"Hamann H, Schmickl T, Crailsheim K. Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem. Artificial Life. 2014;20(1):77-93. doi:10.1162/ARTL_a_00097","chicago":"Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem.” Artificial Life 20, no. 1 (2014): 77–93. https://doi.org/10.1162/ARTL_a_00097.","ieee":"H. Hamann, T. Schmickl, and K. Crailsheim, “Analysis of Swarm Behaviors Based on an Inversion of the Fluctuation Theorem,” Artificial Life, vol. 20, no. 1, pp. 77–93, 2014.","short":"H. Hamann, T. Schmickl, K. Crailsheim, Artificial Life 20 (2014) 77–93."},"type":"journal_article","issue":"1","doi":"10.1162/ARTL_a_00097","date_updated":"2022-01-06T06:54:20Z","_id":"20120","intvolume":" 20"},{"abstract":[{"text":"Collective decision making in self-organized systems is challenging because it relies on local perception and local communication. Globally defined qualities such as consensus time and decision accuracy are both difficult to predict and difficult to guarantee. We present the weighted voter model which implements a self-organized collective decision making process. We provide an ODE model, a master equation model (numerically solved by the Gillespie algorithm), and agent-based simulations of the proposed decision-making strategy. This set of models enables us to investigate the system behavior in the thermodynamic limit and to investigate finite-size effects due to random fluctuations. Based on our results, we give minimum requirements to guarantee consensus on the optimal decision, a minimum swarm size to guarantee a certain accuracy, and we show that the proposed approach scales with system size and is robust to noise.","lang":"eng"}],"title":"Self-Organized Collective Decision Making: The Weighted Voter Model","user_id":"15415","author":[{"last_name":"Dorigo","full_name":"Dorigo, Marco","first_name":"Marco"},{"first_name":"Heiko","full_name":"Hamann, Heiko","last_name":"Hamann"},{"last_name":"Valentini","first_name":"Gabriele","full_name":"Valentini, Gabriele"},{"first_name":"Alessio","full_name":"Lomuscio, Alessio","last_name":"Lomuscio"},{"last_name":"Scerri","full_name":"Scerri, Paul","first_name":"Paul"},{"full_name":"Bazzan, Ana","first_name":"Ana","last_name":"Bazzan"},{"last_name":"Huhns","full_name":"Huhns, Michael","first_name":"Michael"}],"publication":"Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014)","department":[{"_id":"63"},{"_id":"238"}],"status":"public","date_created":"2020-10-19T08:49:05Z","date_updated":"2022-01-06T06:54:20Z","_id":"20121","year":"2014","type":"conference","citation":{"short":"M. Dorigo, H. Hamann, G. Valentini, A. Lomuscio, P. Scerri, A. Bazzan, M. Huhns, in: Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014), 2014.","ieee":"M. Dorigo et al., “Self-Organized Collective Decision Making: The Weighted Voter Model,” in Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014), 2014.","chicago":"Dorigo, Marco, Heiko Hamann, Gabriele Valentini, Alessio Lomuscio, Paul Scerri, Ana Bazzan, and Michael Huhns. “Self-Organized Collective Decision Making: The Weighted Voter Model.” In Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014), 2014.","apa":"Dorigo, M., Hamann, H., Valentini, G., Lomuscio, A., Scerri, P., Bazzan, A., & Huhns, M. (2014). Self-Organized Collective Decision Making: The Weighted Voter Model. In Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014).","ama":"Dorigo M, Hamann H, Valentini G, et al. Self-Organized Collective Decision Making: The Weighted Voter Model. In: Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014). ; 2014.","bibtex":"@inproceedings{Dorigo_Hamann_Valentini_Lomuscio_Scerri_Bazzan_Huhns_2014, title={Self-Organized Collective Decision Making: The Weighted Voter Model}, booktitle={Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014)}, author={Dorigo, Marco and Hamann, Heiko and Valentini, Gabriele and Lomuscio, Alessio and Scerri, Paul and Bazzan, Ana and Huhns, Michael}, year={2014} }","mla":"Dorigo, Marco, et al. “Self-Organized Collective Decision Making: The Weighted Voter Model.” Proceedings of the 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2014), 2014."},"language":[{"iso":"eng"}]},{"doi":"10.1145/2598394.2598507","_id":"20126","date_updated":"2022-01-06T06:54:20Z","type":"conference","citation":{"ieee":"H. Hamann, “Evolving Prediction Machines: Collective Behaviors Based on Minimal Surprisal,” in Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014), 2014, pp. 31–32.","short":"H. Hamann, in: Int. Conf. on Genetic and Evolutionary Computation (GECCO 2014), 2014, pp. 31–32.","mla":"Hamann, Heiko. “Evolving Prediction Machines: Collective Behaviors Based on Minimal Surprisal.” Int. 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(2014). Food intake and overweight in school-aged children in Germany: Results of the GINIplus and LISAplus studies. Ann Nutr Metab, 64(1), 60–70. https://doi.org/10.1159/000362694","ama":"Pei Z, Flexeder C, Fuertes E, et al. Food intake and overweight in school-aged children in Germany: Results of the GINIplus and LISAplus studies. Ann Nutr Metab. 2014;64(1):60-70. doi:10.1159/000362694","ieee":"Z. Pei et al., “Food intake and overweight in school-aged children in Germany: Results of the GINIplus and LISAplus studies.,” Ann Nutr Metab, vol. 64, no. 1, pp. 60–70, 2014, doi: 10.1159/000362694.","short":"Z. Pei, C. Flexeder, E. Fuertes, M. Standl, A. Buyken, D. Berdel, A. von Berg, I. Lehmann, B. Schaaf, J. Heinrich, Gini. and LISAplus Study Group, Ann Nutr Metab 64 (2014) 60–70."},"year":"2014","_id":"27977","intvolume":" 64","issue":"1"},{"author":[{"full_name":"Eymann, T.","first_name":"T.","last_name":"Eymann"},{"last_name":"Kundisch","id":"21117","first_name":"Dennis","full_name":"Kundisch, Dennis"}],"department":[{"_id":"276"}],"status":"public","date_created":"2018-05-18T09:52:36Z","publication_status":"published","volume":"6 (6)","user_id":"16205","title":"Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing?","series_title":"Business & Information Systems Engineering","language":[{"iso":"eng"}],"citation":{"mla":"Eymann, T., and Dennis Kundisch. Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing? Vol. 6 (6), 2014, pp. 367–76.","bibtex":"@book{Eymann_Kundisch_2014, series={Business & Information Systems Engineering}, title={Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing?}, volume={6 (6)}, author={Eymann, T. and Kundisch, Dennis}, year={2014}, pages={367–376}, collection={Business & Information Systems Engineering} }","chicago":"Eymann, T., and Dennis Kundisch. Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing? Vol. 6 (6). Business & Information Systems Engineering, 2014.","ama":"Eymann T, Kundisch D. Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing? Vol 6 (6).; 2014:367-376.","apa":"Eymann, T., & Kundisch, D. (2014). Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing? (Vol. 6 (6), pp. 367–376).","ieee":"T. Eymann and D. Kundisch, Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing?, vol. 6 (6). 2014, pp. 367–376.","short":"T. Eymann, D. Kundisch, Are Requirements for Graduates of Master and PhD Programs in Business and Information Systems Engineering Changing?, 2014."},"year":"2014","type":"report","page":"367-376","date_updated":"2022-01-06T06:57:50Z","_id":"2802"},{"volume":"6 (2)","publication_status":"published","status":"public","date_created":"2018-05-18T09:58:28Z","author":[{"last_name":"Eymann","first_name":"T.","full_name":"Eymann, T."},{"last_name":"Kundisch","id":"21117","first_name":"Dennis","full_name":"Kundisch, Dennis"},{"full_name":"Recker, J.","first_name":"J.","last_name":"Recker"}],"department":[{"_id":"276"}],"title":"Should I Stay or Should I Go","user_id":"16205","citation":{"bibtex":"@book{Eymann_Kundisch_Recker_2014, series={Business & Information Systems Engineering}, title={Should I Stay or Should I Go}, volume={6 (2)}, author={Eymann, T. and Kundisch, Dennis and Recker, J.}, year={2014}, pages={115–126}, collection={Business & Information Systems Engineering} }","mla":"Eymann, T., et al. Should I Stay or Should I Go. Vol. 6 (2), 2014, pp. 115–26.","chicago":"Eymann, T., Dennis Kundisch, and J. Recker. Should I Stay or Should I Go. Vol. 6 (2). Business & Information Systems Engineering, 2014.","ama":"Eymann T, Kundisch D, Recker J. Should I Stay or Should I Go. Vol 6 (2).; 2014:115-126.","apa":"Eymann, T., Kundisch, D., & Recker, J. (2014). Should I Stay or Should I Go (Vol. 6 (2), pp. 115–126).","ieee":"T. Eymann, D. Kundisch, and J. Recker, Should I Stay or Should I Go, vol. 6 (2). 2014, pp. 115–126.","short":"T. Eymann, D. Kundisch, J. Recker, Should I Stay or Should I Go, 2014."},"type":"report","year":"2014","page":"115-126","language":[{"iso":"eng"}],"series_title":"Business & Information Systems Engineering","_id":"2804","date_updated":"2022-01-06T06:57:50Z"},{"date_updated":"2022-01-06T06:57:51Z","_id":"28101","type":"journal_article","year":"2014","citation":{"ieee":"J. {\\ \"u} rgen Gausemeier, P. Iwanek, M. Va {\\ ss} Holz, and F. Reinhart, “Self-optimization in mechanical and plant engineering,” Industry Management, vol. 2014/6, 2014.","short":"J.{\\ \"u} rgen Gausemeier, P. Iwanek, M. Va {\\ ss} Holz, F. Reinhart, Industry Management 2014/6 (2014).","mla":"Gausemeier, J. {\\ \"u} rgen, et al. “Self-Optimization in Mechanical and Plant Engineering.” Industry Management, vol. 2014/6, 2014.","bibtex":"@article{Gausemeier_Iwanek_Va {\\ ss} Holz_Reinhart_2014, title={Self-optimization in mechanical and plant engineering}, volume={2014/6}, journal={Industry Management}, author={Gausemeier, J {\\ \"u} rgen and Iwanek, Peter and Va {\\ ss} Holz, Mareen and Reinhart, Felix}, year={2014} }","chicago":"Gausemeier, J {\\ \"u} rgen, Peter Iwanek, Mareen Va {\\ ss} Holz, and Felix Reinhart. “Self-Optimization in Mechanical and Plant Engineering.” Industry Management 2014/6 (2014).","apa":"Gausemeier, J. {\\ \"u} rgen, Iwanek, P., Va {\\ ss} Holz, M., & Reinhart, F. (2014). Self-optimization in mechanical and plant engineering. Industry Management, 2014/6.","ama":"Gausemeier J{\\ \"u} rgen, Iwanek P, Va {\\ ss} Holz M, Reinhart F. Self-optimization in mechanical and plant engineering. Industry Management. 2014;2014/6."},"language":[{"iso":"eng"}],"title":"Self-optimization in mechanical and plant engineering","user_id":"71124","volume":"2014/6","publication_status":"published","status":"public","date_created":"2021-11-30T10:20:18Z","author":[{"first_name":"J {\\ \"u} rgen","full_name":"Gausemeier, J {\\ \"u} rgen","last_name":"Gausemeier"},{"last_name":"Iwanek","first_name":"Peter","full_name":"Iwanek, Peter"},{"last_name":"Va {\\ ss} Holz","first_name":"Mareen","full_name":"Va {\\ ss} Holz, Mareen"},{"first_name":"Felix","full_name":"Reinhart, Felix","last_name":"Reinhart"}],"publication":"Industry Management","department":[{"_id":"676"}]},{"publication_status":"published","volume":344,"status":"public","date_created":"2021-11-30T10:28:03Z","author":[{"last_name":"Br {\\ \"o} kelmann","full_name":"Br {\\ \"o} kelmann, Jan","first_name":"Jan"}],"publisher":"Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn","department":[{"_id":"676"}],"title":"Systematics of the virtual commissioning of automated production systems","user_id":"71124","type":"book","year":"2014","citation":{"ieee":"J. Br {\\ \"o} kelmann, Systematics of the virtual commissioning of automated production systems, vol. 344. Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn, 2014.","short":"J. Br {\\ \"o} kelmann, Systematics of the Virtual Commissioning of Automated Production Systems, Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn, 2014.","bibtex":"@book{Br {\\ \"o} kelmann_2014, series={Publication series of the Heinz Nixdorf Institute, Paderborn}, title={Systematics of the virtual commissioning of automated production systems}, volume={344}, publisher={Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn}, author={Br {\\ \"o} kelmann, Jan}, year={2014}, collection={Publication series of the Heinz Nixdorf Institute, Paderborn} }","mla":"Br {\\ \"o} kelmann, Jan. Systematics of the Virtual Commissioning of Automated Production Systems. Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn, 2014.","apa":"Br {\\ \"o} kelmann, J. (2014). Systematics of the virtual commissioning of automated production systems (Vol. 344). Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn.","ama":"Br {\\ \"o} kelmann J. Systematics of the Virtual Commissioning of Automated Production Systems. Vol 344. Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn; 2014.","chicago":"Br {\\ \"o} kelmann, Jan. Systematics of the Virtual Commissioning of Automated Production Systems. Vol. 344. Publication Series of the Heinz Nixdorf Institute, Paderborn. Heinz Nixdorf Institute, Universit {\\ \"a} t Paderborn, 2014."},"language":[{"iso":"eng"}],"series_title":"Publication series of the Heinz Nixdorf Institute, Paderborn","_id":"28102","date_updated":"2022-01-06T06:57:51Z","intvolume":" 344"},{"language":[{"iso":"eng"}],"year":"2014","type":"journal_article","citation":{"short":"D. Eckelt, J.{\\ \"u} rgen Gausemeier, S. Peter, 10th Symposium f { \\ \"u} r Foresight and Technology Planning 334 (2014) 333–344.","ieee":"D. Eckelt, J. {\\ \"u} rgen Gausemeier, and S. Peter, “Holistic product protection management - approach to developing future- robust protection concepts ,” 10th symposium f { \\ \"u} r Foresight and Technology Planning, vol. 334, pp. 333–344, 2014.","chicago":"Eckelt, Daniel , J {\\ \"u} rgen Gausemeier, and Stefan Peter. “Holistic Product Protection Management - Approach to Developing Future- Robust Protection Concepts .” 10th Symposium f { \\ \"u} r Foresight and Technology Planning 334 (2014): 333–44.","apa":"Eckelt, D., Gausemeier, J. {\\ \"u} rgen, & Peter, S. (2014). Holistic product protection management - approach to developing future- robust protection concepts . 10th Symposium f { \\ \"u} r Foresight and Technology Planning, 334, 333–344.","ama":"Eckelt D, Gausemeier J{\\ \"u} rgen, Peter S. Holistic product protection management - approach to developing future- robust protection concepts . 10th symposium f { \\ \"u} r Foresight and Technology Planning. 2014;334:333-344.","bibtex":"@article{Eckelt_Gausemeier_Peter_2014, title={Holistic product protection management - approach to developing future- robust protection concepts }, volume={334}, journal={10th symposium f { \\ \"u} r Foresight and Technology Planning}, author={Eckelt, Daniel and Gausemeier, J {\\ \"u} rgen and Peter, Stefan}, year={2014}, pages={333–344} }","mla":"Eckelt, Daniel, et al. “Holistic Product Protection Management - Approach to Developing Future- Robust Protection Concepts .” 10th Symposium f { \\ \"u} r Foresight and Technology Planning, vol. 334, 2014, pp. 333–44."},"page":"333-344","_id":"28134","date_updated":"2022-01-06T06:57:51Z","intvolume":" 334","author":[{"last_name":"Eckelt","full_name":"Eckelt, Daniel ","first_name":"Daniel "},{"last_name":"Gausemeier","full_name":"Gausemeier, J {\\ \"u} rgen","first_name":"J {\\ \"u} rgen"},{"full_name":"Peter, Stefan","first_name":"Stefan","last_name":"Peter"}],"publication":"10th symposium f { \\ \"u} r Foresight and Technology Planning","department":[{"_id":"676"}],"status":"public","date_created":"2021-11-30T15:52:21Z","publication_status":"published","volume":334,"user_id":"71124","title":"Holistic product protection management - approach to developing future- robust protection concepts "},{"abstract":[{"text":"In order to achieve a sustainable competitive advantage, technology-oriented companies are more than ever asked to identify potentials of technologies for future business at an early stage and to convert them into innovations. Emergent technologies in particular have a high potential for radical innovations. However, the high innovation potential is offset by high market and technology uncertainties, which are caused by incomplete knowledge of the technology potential and development as well as of potential application contexts. In connection with emergent technologies, the finding of potential - i.e. the generation of knowledge regarding the potentials - is essential, as it lays the foundation for the search for potential application contexts. At the same time, this represents a challenge, since conventional market research approaches only have a limited effect here. The question that arises is how technology potentials can be derived in a discursive way. Furthermore, we hypothesize that the TRIZ approach has great potential for this: (1) In a reversal of the TRIZ logic, we see a way of accessing the TRIZ knowledge base via an analogy; (2) In this way, contradictions within the meaning of TRIZ can be determined, which can be addressed by the technology; (3) A continuous specification of the contradictions represents a possibility to infer technology potentials. The present article presents an approach developed at the Heinz Nixdorf Institute for a TRIZ-based potential finding within the framework of technology-induced innovation processes. The approach comprises the three phases of technology analysis, technology foresight and technology potential analysis. Based on the analysis of the current performance of the technology, the future performance is anticipated using the TRIZ development pattern. By reversing the TRIZ logic, technology potentials are finally determined.\r\n","lang":"eng"}],"title":"TRIZ-based potential finding in technology-induced innovation processes","user_id":"71124","publisher":"publishing series of the Heinz Nixdorf Institute, Paderborn","author":[{"first_name":"Marina","full_name":"Wall, Marina","last_name":"Wall"},{"full_name":"Gausemeier, J {\\ ","first_name":" J {\\ ","last_name":"Gausemeier"},{"full_name":"Peter, Stefan","first_name":"Stefan","last_name":"Peter"}],"department":[{"_id":"676"}],"editor":[{"first_name":"J { \\ \"u} rgen","full_name":"Gausemeier, J { \\ \"u} rgen","last_name":"Gausemeier"}],"publication_status":"published","status":"public","date_created":"2021-11-30T16:02:59Z","_id":"28136","date_updated":"2022-01-06T06:57:52Z","series_title":"Symposium for {\\\" u} r Foresight and Technology Planning","type":"conference","citation":{"apa":"Wall, M., Gausemeier, J {\\ , & Peter, S. (2014). TRIZ-based potential finding in technology-induced innovation processes (J. { \\ \"u} rgen Gausemeier, Ed.; pp. 95–123). publishing series of the Heinz Nixdorf Institute, Paderborn.","ama":"Wall M, Gausemeier J {\\ , Peter S. TRIZ-based potential finding in technology-induced innovation processes. Gausemeier J{ \\ \"u} rgen, ed. Published online 2014:95-123.","chicago":"Wall, Marina, J {\\ Gausemeier, and Stefan Peter. “TRIZ-Based Potential Finding in Technology-Induced Innovation Processes.” Edited by J { \\ \"u} rgen Gausemeier. Symposium for {\\\" U} r Foresight and Technology Planning. publishing series of the Heinz Nixdorf Institute, Paderborn, 2014.","mla":"Wall, Marina, et al. TRIZ-Based Potential Finding in Technology-Induced Innovation Processes. Edited by J { \\ \"u} rgen Gausemeier, publishing series of the Heinz Nixdorf Institute, Paderborn, 2014, pp. 95–123.","bibtex":"@article{Wall_Gausemeier_Peter_2014, series={Symposium for {\\\" u} r Foresight and Technology Planning}, title={TRIZ-based potential finding in technology-induced innovation processes}, publisher={publishing series of the Heinz Nixdorf Institute, Paderborn}, author={Wall, Marina and Gausemeier, J {\\ and Peter, Stefan}, editor={Gausemeier, J { \\ \"u} rgen}, year={2014}, pages={95–123}, collection={Symposium for {\\\" u} r Foresight and Technology Planning} }","short":"M. Wall, J {\\ Gausemeier, S. Peter, (2014) 95–123.","ieee":"M. Wall, J {\\ Gausemeier, and S. Peter, “TRIZ-based potential finding in technology-induced innovation processes.” publishing series of the Heinz Nixdorf Institute, Paderborn, pp. 95–123, 2014."},"year":"2014","page":"95 - 123","language":[{"iso":"eng"}]}]