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Exponential ergodicity of killed Lévy processes in a finite interval. <i>Electronic Communications in Probability</i>, <i>19</i>(31), 1–9. <a href=\"http://dx.doi.org/10.1214/ECP.v19-3006\">http://dx.doi.org/10.1214/ECP.v19-3006</a>","bibtex":"@article{Kolb_Savov_2014, title={Exponential ergodicity of killed Lévy processes in a finite interval}, volume={19}, DOI={<a href=\"http://dx.doi.org/10.1214/ECP.v19-3006\">http://dx.doi.org/10.1214/ECP.v19-3006</a>}, number={31}, journal={Electronic Communications in Probability}, publisher={Institute of Mathematical Statistics (IMS)}, author={Kolb, Martin and Savov, Mladen}, year={2014}, pages={1–9} }","ama":"Kolb M, Savov M. 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More precisely, given Ta=inf{t>0:Xt∉. Under general conditions, e.g. absolute continuity of the transition semigroup of the unkilled Lévy process, we prove that the killed semigroup is a compact operator. Thus, we prove stronger results in view of the exponential ergodicity and estimates of the speed of convergence. Our results are presented in a Lévy processes setting but are well applicable for Markov processes in a finite interval under information about Lebesgue irreducibility of the killed semigroup and that the killed process is a double Feller process. For example, this scheme is applicable to a work of Pistorius.<br />"}],"date_created":"2022-09-14T05:15:00Z","type":"journal_article","department":[{"_id":"96"}],"title":"Exponential ergodicity of killed Lévy processes in a finite interval","year":"2014","author":[{"first_name":"Martin","last_name":"Kolb","full_name":"Kolb, Martin","id":"48880"},{"last_name":"Savov","first_name":"Mladen","full_name":"Savov, Mladen"}],"date_updated":"2022-09-14T05:15:06Z","publication_status":"published","intvolume":"        19","language":[{"iso":"eng"}],"doi":"http://dx.doi.org/10.1214/ECP.v19-3006"},{"date_created":"2022-09-14T05:18:39Z","type":"journal_article","department":[{"_id":"96"}],"issue":"2","publication":"Journal of Spectral Theory","abstract":[{"text":"We study the influence of the intrinsic curvature on the large time behaviour of the heat equation in a tubular neighbourhood of an unbounded geodesic in a two-dimensional Riemannian manifold. Since we consider killing boundary conditions, there is always an exponential-type decay for the heat semigroup. We show that this exponential-type decay is slower for positively curved manifolds comparing to the flat case. As the main result, we establish a sharp extra polynomial-type decay for the heat semigroup on negatively curved manifolds comparing to the flat case. The proof employs the existence of Hardy-type inequalities for the Dirichlet Laplacian in the tubular neighbourhoods on negatively curved manifolds and the method of self-similar variables and weighted Sobolev spaces for the heat equation.","lang":"eng"}],"language":[{"iso":"eng"}],"doi":"https://doi.org/10.4171/jst/69","year":"2014","title":"The Brownian traveller on manifolds","author":[{"id":"48880","first_name":"Martin","last_name":"Kolb","full_name":"Kolb, Martin"},{"last_name":"Krejčiřík","first_name":"David","full_name":"Krejčiřík, David"}],"date_updated":"2022-09-14T05:18:42Z","publication_status":"published","intvolume":"         4","citation":{"mla":"Kolb, Martin, and David Krejčiřík. “The Brownian Traveller on Manifolds.” <i>Journal of Spectral Theory</i>, vol. 4, no. 2, EMS Press, 2014, pp. 235–81, doi:<a href=\"https://doi.org/10.4171/jst/69\">https://doi.org/10.4171/jst/69</a>.","ama":"Kolb M, Krejčiřík D. 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(2014). mm-Wellen- und Electronic-Photonic System-on-Chip Design. <i>Fakultätskolloquium Der Fakultät Für Elektrotechnik Und Informationstechnik</i>.","ieee":"C. Scheytt, “mm-Wellen- und Electronic-Photonic System-on-Chip Design,” 2014."},"publication":"Fakultätskolloquium der Fakultät für Elektrotechnik und Informationstechnik"},{"place":"Columbus, Ohio","date_created":"2023-10-04T15:01:26Z","type":"conference","department":[{"_id":"300"}],"publication":"Initiatives in mathematics and science education with global implications","citation":{"chicago":"Jonas-Ahrend, Gabriela. “The Project Virtual Science Fair for Promoting Inquiry Learning.” In <i>Initiatives in Mathematics and Science Education with Global Implications</i>, edited by D.F. Berlin and A.L. White, 85–89. Columbus, Ohio: International Consortium for Research in Science and Mathematics Education, 2014.","ama":"Jonas-Ahrend G. The project virtual science fair for promoting inquiry learning. In: Berlin DF, White AL, eds. <i>Initiatives in Mathematics and Science Education with Global Implications</i>. International Consortium for Research in Science and Mathematics Education; 2014:85-89.","short":"G. Jonas-Ahrend, in: D.F. Berlin, A.L. White (Eds.), Initiatives in Mathematics and Science Education with Global Implications, International Consortium for Research in Science and Mathematics Education, Columbus, Ohio, 2014, pp. 85–89.","bibtex":"@inproceedings{Jonas-Ahrend_2014, place={Columbus, Ohio}, title={The project virtual science fair for promoting inquiry learning}, booktitle={Initiatives in mathematics and science education with global implications}, publisher={International Consortium for Research in Science and Mathematics Education}, author={Jonas-Ahrend, Gabriela}, editor={Berlin, D.F. and White, A.L.}, year={2014}, pages={85–89} }","apa":"Jonas-Ahrend, G. (2014). The project virtual science fair for promoting inquiry learning. In D. F. Berlin &#38; A. L. White (Eds.), <i>Initiatives in mathematics and science education with global implications</i> (pp. 85–89). International Consortium for Research in Science and Mathematics Education.","mla":"Jonas-Ahrend, Gabriela. “The Project Virtual Science Fair for Promoting Inquiry Learning.” <i>Initiatives in Mathematics and Science Education with Global Implications</i>, edited by D.F. Berlin and A.L. White, International Consortium for Research in Science and Mathematics Education, 2014, pp. 85–89.","ieee":"G. Jonas-Ahrend, “The project virtual science fair for promoting inquiry learning,” in <i>Initiatives in mathematics and science education with global implications</i>, 2014, pp. 85–89."},"extern":"1","page":"85-89","publisher":"International Consortium for Research in Science and Mathematics Education","_id":"47592","language":[{"iso":"eng"}],"user_id":"77633","editor":[{"full_name":"Berlin, D.F.","first_name":"D.F.","last_name":"Berlin"},{"first_name":"A.L.","last_name":"White","full_name":"White, A.L."}],"title":"The project virtual science fair for promoting inquiry learning","status":"public","year":"2014","author":[{"id":"77633","last_name":"Jonas-Ahrend","orcid":"0000-0003-3898-954X","first_name":"Gabriela","full_name":"Jonas-Ahrend, Gabriela"}],"date_updated":"2023-10-04T15:01:33Z"},{"citation":{"bibtex":"@inproceedings{Jonas-Ahrend_Rafaeli-Mishkin_Wengrovicz_Dori_2014, title={Raising students’ interest in STEM and encouraging career choice in science and engineering}, author={Jonas-Ahrend, Gabriela and Rafaeli-Mishkin, Hagit and Wengrovicz, Niva and Dori, Yehudit Judy}, year={2014} }","chicago":"Jonas-Ahrend, Gabriela, Hagit Rafaeli-Mishkin, Niva Wengrovicz, and Yehudit Judy Dori. “Raising Students’ Interest in STEM and Encouraging Career Choice in Science and Engineering,” 2014.","ama":"Jonas-Ahrend G, Rafaeli-Mishkin H, Wengrovicz N, Dori YJ. Raising students’ interest in STEM and encouraging career choice in science and engineering. In: ; 2014.","short":"G. Jonas-Ahrend, H. Rafaeli-Mishkin, N. Wengrovicz, Y.J. Dori, in: 2014.","ieee":"G. Jonas-Ahrend, H. Rafaeli-Mishkin, N. Wengrovicz, and Y. J. Dori, “Raising students’ interest in STEM and encouraging career choice in science and engineering,” presented at the Annual Meeting of the National Science Teacher Association (NSTA), Boston/USA, 2014.","mla":"Jonas-Ahrend, Gabriela, et al. <i>Raising Students’ Interest in STEM and Encouraging Career Choice in Science and Engineering</i>. 2014.","apa":"Jonas-Ahrend, G., Rafaeli-Mishkin, H., Wengrovicz, N., &#38; Dori, Y. J. (2014). <i>Raising students’ interest in STEM and encouraging career choice in science and engineering</i>. Annual Meeting of the National Science Teacher Association (NSTA), Boston/USA."},"type":"conference","department":[{"_id":"300"}],"date_created":"2023-10-04T21:51:22Z","date_updated":"2023-10-04T21:51:30Z","status":"public","year":"2014","title":"Raising students’ interest in STEM and encouraging career choice in science and engineering","conference":{"location":"Boston/USA","start_date":"April 2014","name":"Annual Meeting of the National Science Teacher Association (NSTA)"},"author":[{"id":"77633","orcid":"0000-0003-3898-954X","first_name":"Gabriela","last_name":"Jonas-Ahrend","full_name":"Jonas-Ahrend, Gabriela"},{"first_name":"Hagit","last_name":"Rafaeli-Mishkin","full_name":"Rafaeli-Mishkin, Hagit"},{"full_name":"Wengrovicz, Niva","last_name":"Wengrovicz","first_name":"Niva"},{"last_name":"Dori","first_name":"Yehudit Judy","full_name":"Dori, Yehudit Judy"}],"user_id":"77633","_id":"47606","language":[{"iso":"eng"}]},{"quality_controlled":"1","citation":{"mla":"Schmalenstroeer, Joerg, et al. “A Combined Hardware-Software Approach for Acoustic Sensor Network Synchronization .” <i>Signal Processing</i>, no. 0, 2014, p., doi:<a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>.","ama":"Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A combined hardware-software approach for acoustic sensor network synchronization . <i>Signal Processing</i>. 2014;(0). doi:<a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>","bibtex":"@article{Schmalenstroeer_Jebramcik_Haeb-Umbach_2014, title={A combined hardware-software approach for acoustic sensor network synchronization }, DOI={<a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>}, number={0}, journal={Signal Processing}, author={Schmalenstroeer, Joerg and Jebramcik, Patrick and Haeb-Umbach, Reinhold}, year={2014} }","apa":"Schmalenstroeer, J., Jebramcik, P., &#38; Haeb-Umbach, R. (2014). A combined hardware-software approach for acoustic sensor network synchronization . <i>Signal Processing</i>, <i>0</i>. <a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>","ieee":"J. Schmalenstroeer, P. Jebramcik, and R. Haeb-Umbach, “A combined hardware-software approach for acoustic sensor network synchronization ,” <i>Signal Processing</i>, no. 0, p., 2014, doi: <a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>.","chicago":"Schmalenstroeer, Joerg, Patrick Jebramcik, and Reinhold Haeb-Umbach. “A Combined Hardware-Software Approach for Acoustic Sensor Network Synchronization .” <i>Signal Processing</i>, no. 0 (2014). <a href=\"http://dx.doi.org/10.1016/j.sigpro.2014.06.030\">http://dx.doi.org/10.1016/j.sigpro.2014.06.030</a>.","short":"J. Schmalenstroeer, P. Jebramcik, R. Haeb-Umbach, Signal Processing (2014)."},"oa":"1","status":"public","user_id":"460","page":" - ","_id":"11898","abstract":[{"text":"Abstract In this paper we present an approach for synchronizing a wireless acoustic sensor network using a two-stage procedure. First the clock frequency and phase differences between pairs of nodes are estimated employing a two-way message exchange protocol. The estimates are further improved in a Kalman filter with a dedicated observation error model. In the second stage network-wide synchronization is achieved by means of a gossiping algorithm which estimates the average clock frequency and phase of the sensor nodes. These averages are viewed as frequency and phase of a virtual master clock, to which the clocks of the sensor nodes have to be adjusted. The amount of adjustment is computed in a specific control loop. While these steps are done in software, the actual sampling rate correction is carried out in hardware by using an adjustable frequency synthesizer. Experimental results obtained from hardware devices and software simulations of large scale networks are presented.","lang":"eng"}],"publication":"Signal Processing","issue":"0","type":"journal_article","keyword":["Gossip algorithm"],"department":[{"_id":"54"}],"date_created":"2019-07-12T05:30:23Z","date_updated":"2023-10-26T08:11:22Z","year":"2014","title":"A combined hardware-software approach for acoustic sensor network synchronization ","author":[{"full_name":"Schmalenstroeer, Joerg","last_name":"Schmalenstroeer","first_name":"Joerg","id":"460"},{"first_name":"Patrick","last_name":"Jebramcik","full_name":"Jebramcik, Patrick"},{"id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"}],"publication_identifier":{"issn":["0165-1684"]},"doi":"http://dx.doi.org/10.1016/j.sigpro.2014.06.030","main_file_link":[{"open_access":"1","url":"http://www.sciencedirect.com/science/article/pii/S0165168414002990"}],"language":[{"iso":"eng"}]},{"type":"conference","oa":"1","department":[{"_id":"54"}],"date_created":"2019-07-12T05:30:22Z","related_material":{"link":[{"description":"Poster","url":"https://groups.uni-paderborn.de/nt/pubs/2014/SchHaebICASSP2014_Poster.pdf","relation":"supplementary_material"}]},"abstract":[{"text":" \"In this paper we present an approach for synchronizing the sampling clocks of distributed microphones over a wireless network. The proposed system uses a two stage procedure. It first employs a two-way message exchange algorithm to estimate the clock phase and frequency difference between two nodes and then uses a gossiping algorithmto estimate a virtual master clock, to which all sensor nodes synchronize. Simulation results are presented for networks of different topology and size, showing the effectiveness of our approach.\" ","lang":"eng"}],"quality_controlled":"1","publication":"39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)","citation":{"mla":"Schmalenstroeer, Joerg, et al. “A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks.” <i>39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)</i>, 2014.","bibtex":"@inproceedings{Schmalenstroeer_Jebramcik_Haeb-Umbach_2014, title={A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks}, booktitle={39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)}, author={Schmalenstroeer, Joerg and Jebramcik, Patrick and Haeb-Umbach, Reinhold}, year={2014} }","ama":"Schmalenstroeer J, Jebramcik P, Haeb-Umbach R. A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks. In: <i>39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)</i>. ; 2014.","ieee":"J. Schmalenstroeer, P. Jebramcik, and R. Haeb-Umbach, “A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks,” 2014.","apa":"Schmalenstroeer, J., Jebramcik, P., &#38; Haeb-Umbach, R. (2014). A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks. <i>39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)</i>.","short":"J. Schmalenstroeer, P. Jebramcik, R. Haeb-Umbach, in: 39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), 2014.","chicago":"Schmalenstroeer, Joerg, Patrick Jebramcik, and Reinhold Haeb-Umbach. “A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks.” In <i>39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)</i>, 2014."},"user_id":"460","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2014/SchHae2014.pdf"}],"language":[{"iso":"eng"}],"_id":"11897","date_updated":"2023-10-26T08:11:31Z","year":"2014","status":"public","title":"A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks","author":[{"id":"460","full_name":"Schmalenstroeer, Joerg","last_name":"Schmalenstroeer","first_name":"Joerg"},{"full_name":"Jebramcik, Patrick","last_name":"Jebramcik","first_name":"Patrick"},{"id":"242","first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold"}]},{"oa":"1","department":[{"_id":"54"}],"type":"conference","date_created":"2019-07-12T05:30:29Z","abstract":[{"lang":"eng","text":"\"Acoustic sensor network clock synchronization via time stamp exchange between the sensor nodes is not accurate enough for many acoustic signal processing tasks, such as speaker localization. To improve synchronization accuracy it has therefore been proposed to employ a Kalman Filter to obtain improved frequency deviation and phase offset estimates. The estimation requires a statistical model of the errors of the measurements obtained from the time stamp exchange algorithm. These errors are caused by random transmission delays and hardware effects and are thus network specific. In this contribution we develop an algorithm to estimate the parameters of the measurement error model alongside the Kalman filter based sampling clock synchronization, employing the Expectation Maximization algorithm. Simulation results demonstrate that the online estimation of the error model parameters leads only to a small degradation of the synchronization performance compared to a perfectly known observation error model.\""}],"related_material":{"link":[{"description":"Poster","url":"https://groups.uni-paderborn.de/nt/pubs/2014/SchHaebITG2014_Poster.pdf","relation":"supplementary_material"},{"description":"Demo","relation":"supplementary_material","url":"https://groups.uni-paderborn.de/nt/pubs/2014/SchHaebITG2014_Demo.pdf"}]},"quality_controlled":"1","citation":{"bibtex":"@inproceedings{Schmalenstroeer_Zhao_Haeb-Umbach_2014, title={Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization}, booktitle={11. ITG Fachtagung Sprachkommunikation (ITG 2014)}, author={Schmalenstroeer, Joerg and Zhao, Weile and Haeb-Umbach, Reinhold}, year={2014} }","ama":"Schmalenstroeer J, Zhao W, Haeb-Umbach R. Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization. In: <i>11. ITG Fachtagung Sprachkommunikation (ITG 2014)</i>. ; 2014.","mla":"Schmalenstroeer, Joerg, et al. “Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization.” <i>11. ITG Fachtagung Sprachkommunikation (ITG 2014)</i>, 2014.","short":"J. Schmalenstroeer, W. Zhao, R. Haeb-Umbach, in: 11. ITG Fachtagung Sprachkommunikation (ITG 2014), 2014.","chicago":"Schmalenstroeer, Joerg, Weile Zhao, and Reinhold Haeb-Umbach. “Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization.” In <i>11. ITG Fachtagung Sprachkommunikation (ITG 2014)</i>, 2014.","ieee":"J. Schmalenstroeer, W. Zhao, and R. Haeb-Umbach, “Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization,” 2014.","apa":"Schmalenstroeer, J., Zhao, W., &#38; Haeb-Umbach, R. (2014). Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization. <i>11. ITG Fachtagung Sprachkommunikation (ITG 2014)</i>."},"publication":"11. ITG Fachtagung Sprachkommunikation (ITG 2014)","user_id":"460","language":[{"iso":"eng"}],"_id":"11903","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2014/SchHaebITG2014.pdf","open_access":"1"}],"date_updated":"2023-10-26T08:14:00Z","author":[{"id":"460","first_name":"Joerg","last_name":"Schmalenstroeer","full_name":"Schmalenstroeer, Joerg"},{"full_name":"Zhao, Weile","last_name":"Zhao","first_name":"Weile"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","last_name":"Haeb-Umbach"}],"title":"Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization","year":"2014","status":"public"},{"abstract":[{"text":"Exploratory Landscape Analysis is an effective and sophisticated approach to characterize the properties of continuous optimization problems. The overall aim is to exploit this knowledge to give recommendations of the individually best suited algorithm for unseen optimization problems. Recent research revealed a high potential of this methodology in this respect based on a set of well-defined, computable features which only requires a quite small sample of function evaluations. In this paper, new features based on the cell mapping concept are introduced and shown to improve the existing feature set in terms of predicting expert-designed high-level properties, such as the degree of multimodality or the global structure, for 2-dimensional single objective optimization problems.","lang":"eng"}],"publication":"EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V","department":[{"_id":"34"},{"_id":"819"}],"type":"book_chapter","date_created":"2023-08-04T15:31:52Z","intvolume":"       288","date_updated":"2023-10-16T13:43:42Z","author":[{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"full_name":"Preuss, Mike","last_name":"Preuss","first_name":"Mike"},{"first_name":"Carlos","last_name":"Hernández","full_name":"Hernández, Carlos"},{"last_name":"Schütze","first_name":"Oliver","full_name":"Schütze, Oliver"},{"full_name":"Sun, Jian-Qiao","last_name":"Sun","first_name":"Jian-Qiao"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"},{"first_name":"Günter","last_name":"Rudolph","full_name":"Rudolph, Günter"},{"first_name":"Bernd","last_name":"Bischl","full_name":"Bischl, Bernd"},{"id":"100740","orcid":"0000-0002-9788-8282","last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike"}],"publication_identifier":{"isbn":["978-3-319-07493-1"]},"year":"2014","title":"Cell Mapping Techniques for Exploratory Landscape Analysis","doi":"10.1007/978-3-319-07494-8_9","language":[{"iso":"eng"}],"series_title":"Advances in Intelligent Systems and Computing","citation":{"ama":"Kerschke P, Preuss M, Hernández C, et al. Cell Mapping Techniques for Exploratory Landscape Analysis. In: Tantar A-A, Tantar E, Sun J-Q, et al., eds. <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>. Vol 288. Advances in Intelligent Systems and Computing. Springer International Publishing; 2014:115–131. doi:<a href=\"https://doi.org/10.1007/978-3-319-07494-8_9\">10.1007/978-3-319-07494-8_9</a>","bibtex":"@inbook{Kerschke_Preuss_Hernández_Schütze_Sun_Grimme_Rudolph_Bischl_Trautmann_2014, place={Cham}, series={Advances in Intelligent Systems and Computing}, title={Cell Mapping Techniques for Exploratory Landscape Analysis}, volume={288}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-07494-8_9\">10.1007/978-3-319-07494-8_9</a>}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Kerschke, Pascal and Preuss, Mike and Hernández, Carlos and Schütze, Oliver and Sun, Jian-Qiao and Grimme, Christian and Rudolph, Günter and Bischl, Bernd and Trautmann, Heike}, editor={Tantar, Alexandru-Adrian and Tantar, Emilia and Sun, Jian-Qiao and Zhang, Wei and Ding, Qian and Schütze, Oliver and Emmerich, Michael T M and Legrand, Pierrick and Del, Moral Pierre and Coello, Coello Carlos A}, year={2014}, pages={115–131}, collection={Advances in Intelligent Systems and Computing} }","mla":"Kerschke, Pascal, et al. “Cell Mapping Techniques for Exploratory Landscape Analysis.” <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, edited by Alexandru-Adrian Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 115–131, doi:<a href=\"https://doi.org/10.1007/978-3-319-07494-8_9\">10.1007/978-3-319-07494-8_9</a>.","chicago":"Kerschke, Pascal, Mike Preuss, Carlos Hernández, Oliver Schütze, Jian-Qiao Sun, Christian Grimme, Günter Rudolph, Bernd Bischl, and Heike Trautmann. “Cell Mapping Techniques for Exploratory Landscape Analysis.” In <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, edited by Alexandru-Adrian Tantar, Emilia Tantar, Jian-Qiao Sun, Wei Zhang, Qian Ding, Oliver Schütze, Michael T M Emmerich, Pierrick Legrand, Moral Pierre Del, and Coello Carlos A Coello, 288:115–131. Advances in Intelligent Systems and Computing. Cham: Springer International Publishing, 2014. <a href=\"https://doi.org/10.1007/978-3-319-07494-8_9\">https://doi.org/10.1007/978-3-319-07494-8_9</a>.","short":"P. Kerschke, M. Preuss, C. Hernández, O. Schütze, J.-Q. Sun, C. Grimme, G. Rudolph, B. Bischl, H. Trautmann, in: A.-A. Tantar, E. Tantar, J.-Q. Sun, W. Zhang, Q. Ding, O. Schütze, M.T.M. Emmerich, P. Legrand, M.P. Del, C.C.A. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, Cham, 2014, pp. 115–131.","apa":"Kerschke, P., Preuss, M., Hernández, C., Schütze, O., Sun, J.-Q., Grimme, C., Rudolph, G., Bischl, B., &#38; Trautmann, H. (2014). Cell Mapping Techniques for Exploratory Landscape Analysis. In A.-A. Tantar, E. Tantar, J.-Q. Sun, W. Zhang, Q. Ding, O. Schütze, M. T. M. Emmerich, P. Legrand, M. P. Del, &#38; C. C. A. Coello (Eds.), <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i> (Vol. 288, pp. 115–131). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-319-07494-8_9\">https://doi.org/10.1007/978-3-319-07494-8_9</a>","ieee":"P. Kerschke <i>et al.</i>, “Cell Mapping Techniques for Exploratory Landscape Analysis,” in <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, vol. 288, A.-A. Tantar, E. Tantar, J.-Q. Sun, W. Zhang, Q. Ding, O. Schütze, M. T. M. Emmerich, P. Legrand, M. P. Del, and C. C. A. Coello, Eds. Cham: Springer International Publishing, 2014, pp. 115–131."},"place":"Cham","status":"public","editor":[{"full_name":"Tantar, Alexandru-Adrian","last_name":"Tantar","first_name":"Alexandru-Adrian"},{"first_name":"Emilia","last_name":"Tantar","full_name":"Tantar, Emilia"},{"first_name":"Jian-Qiao","last_name":"Sun","full_name":"Sun, Jian-Qiao"},{"first_name":"Wei","last_name":"Zhang","full_name":"Zhang, Wei"},{"first_name":"Qian","last_name":"Ding","full_name":"Ding, Qian"},{"first_name":"Oliver","last_name":"Schütze","full_name":"Schütze, Oliver"},{"full_name":"Emmerich, Michael T M","last_name":"Emmerich","first_name":"Michael T M"},{"full_name":"Legrand, Pierrick","first_name":"Pierrick","last_name":"Legrand"},{"first_name":"Moral Pierre","last_name":"Del","full_name":"Del, Moral Pierre"},{"full_name":"Coello, Coello Carlos A","last_name":"Coello","first_name":"Coello Carlos A"}],"volume":288,"user_id":"15504","_id":"46381","publisher":"Springer International Publishing","page":"115–131"},{"title":"A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets","year":"2014","author":[{"full_name":"Rudolph, G","first_name":"G","last_name":"Rudolph"},{"last_name":"Schütze","first_name":"O","full_name":"Schütze, O"},{"first_name":"C","last_name":"Grimme","full_name":"Grimme, C"},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","id":"100740"}],"publication_identifier":{"isbn":["978-3-319-07493-1"]},"date_updated":"2023-10-16T13:43:23Z","intvolume":"       288","series_title":"Advances in Intelligent Systems and Computing","language":[{"iso":"eng"}],"doi":"10.1007/978-3-319-07494-8_18","publication":"EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V","abstract":[{"lang":"eng","text":"The incorporation of expert knowledge into multiobjective optimization is an important issue which in this paper is reflected in terms of an aspiration set consisting of multiple reference points. The behaviour of the recently introduced evolutionary multiobjective algorithm AS-EMOA is analysed in detail and comparatively studied for bi-objective optimization problems w.r.t. R-NSGA2 and a respective variant. It will be shown that the averaged Hausdorff distance, integrated into AS-EMOA, is an efficient means to accurately approximate the desired aspiration set."}],"date_created":"2023-08-04T15:33:57Z","type":"book_chapter","department":[{"_id":"34"},{"_id":"819"}],"status":"public","page":"261–273","publisher":"Springer International Publishing","_id":"46382","user_id":"15504","editor":[{"first_name":"A","last_name":"Tantar","full_name":"Tantar, A"},{"full_name":"Tantar, E","first_name":"E","last_name":"Tantar"},{"first_name":"J","last_name":"Sun","full_name":"Sun, J"},{"first_name":"W","last_name":"Zhang","full_name":"Zhang, W"},{"first_name":"Q","last_name":"Ding","full_name":"Ding, Q"},{"first_name":"O","last_name":"Schütze","full_name":"Schütze, O"},{"full_name":"Emmerich, M","first_name":"M","last_name":"Emmerich"},{"last_name":"Legrand","first_name":"P","full_name":"Legrand, P"},{"full_name":"Del, Moral P","last_name":"Del","first_name":"Moral P"},{"first_name":"Coello CA","last_name":"Coello","full_name":"Coello, Coello CA"}],"volume":288,"citation":{"mla":"Rudolph, G., et al. “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets.” <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, edited by A Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 261–273, doi:<a href=\"https://doi.org/10.1007/978-3-319-07494-8_18\">10.1007/978-3-319-07494-8_18</a>.","bibtex":"@inbook{Rudolph_Schütze_Grimme_Trautmann_2014, series={Advances in Intelligent Systems and Computing}, title={A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets}, volume={288}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-07494-8_18\">10.1007/978-3-319-07494-8_18</a>}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Rudolph, G and Schütze, O and Grimme, C and Trautmann, Heike}, editor={Tantar, A and Tantar, E and Sun, J and Zhang, W and Ding, Q and Schütze, O and Emmerich, M and Legrand, P and Del, Moral P and Coello, Coello CA}, year={2014}, pages={261–273}, collection={Advances in Intelligent Systems and Computing} }","ama":"Rudolph G, Schütze O, Grimme C, Trautmann H. A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets. In: Tantar A, Tantar E, Sun J, et al., eds. <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>. Vol 288. Advances in Intelligent Systems and Computing. Springer International Publishing; 2014:261–273. doi:<a href=\"https://doi.org/10.1007/978-3-319-07494-8_18\">10.1007/978-3-319-07494-8_18</a>","ieee":"G. Rudolph, O. Schütze, C. Grimme, and H. Trautmann, “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets,” in <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, vol. 288, A. Tantar, E. Tantar, J. Sun, W. Zhang, Q. Ding, O. Schütze, M. Emmerich, P. Legrand, M. P. Del, and C. C. Coello, Eds. Springer International Publishing, 2014, pp. 261–273.","apa":"Rudolph, G., Schütze, O., Grimme, C., &#38; Trautmann, H. (2014). A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets. In A. Tantar, E. Tantar, J. Sun, W. Zhang, Q. Ding, O. Schütze, M. Emmerich, P. Legrand, M. P. Del, &#38; C. C. Coello (Eds.), <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i> (Vol. 288, pp. 261–273). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-319-07494-8_18\">https://doi.org/10.1007/978-3-319-07494-8_18</a>","chicago":"Rudolph, G, O Schütze, C Grimme, and Heike Trautmann. “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets.” In <i>EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V</i>, edited by A Tantar, E Tantar, J Sun, W Zhang, Q Ding, O Schütze, M Emmerich, P Legrand, Moral P Del, and Coello CA Coello, 288:261–273. Advances in Intelligent Systems and Computing. Springer International Publishing, 2014. <a href=\"https://doi.org/10.1007/978-3-319-07494-8_18\">https://doi.org/10.1007/978-3-319-07494-8_18</a>.","short":"G. Rudolph, O. Schütze, C. Grimme, H. Trautmann, in: A. Tantar, E. Tantar, J. Sun, W. Zhang, Q. Ding, O. Schütze, M. Emmerich, P. Legrand, M.P. Del, C.C. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, 2014, pp. 261–273."}}]