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Harteis (Ed.), The Impact of Digitalization in the Workplace, 2018, pp. 39--52.","bibtex":"@inbook{Schneider_2018, title={Digitalization of Production, Human Capital, and Organizational Capital}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-63257-5_4\">https://doi.org/10.1007/978-3-319-63257-5_4</a>}, booktitle={The Impact of Digitalization in the Workplace}, author={Schneider, Martin}, editor={Harteis, Christian}, year={2018}, pages={39--52} }","mla":"Schneider, Martin. “Digitalization of Production, Human Capital, and Organizational Capital.” <i>The Impact of Digitalization in the Workplace</i>, edited by Christian Harteis, 2018, pp. 39--52, doi:<a href=\"https://doi.org/10.1007/978-3-319-63257-5_4\">https://doi.org/10.1007/978-3-319-63257-5_4</a>.","apa":"Schneider, M. (2018). Digitalization of Production, Human Capital, and Organizational Capital. In C. Harteis (Ed.), <i>The Impact of Digitalization in the Workplace</i> (pp. 39--52). <a href=\"https://doi.org/10.1007/978-3-319-63257-5_4\">https://doi.org/10.1007/978-3-319-63257-5_4</a>","ama":"Schneider M. Digitalization of Production, Human Capital, and Organizational Capital. In: Harteis C, ed. <i>The Impact of Digitalization in the Workplace</i>. ; 2018:39--52. doi:<a href=\"https://doi.org/10.1007/978-3-319-63257-5_4\">https://doi.org/10.1007/978-3-319-63257-5_4</a>","ieee":"M. Schneider, “Digitalization of Production, Human Capital, and Organizational Capital,” in <i>The Impact of Digitalization in the Workplace</i>, C. Harteis, Ed. 2018, pp. 39--52.","chicago":"Schneider, Martin. “Digitalization of Production, Human Capital, and Organizational Capital.” In <i>The Impact of Digitalization in the Workplace</i>, edited by Christian Harteis, 39--52, 2018. <a href=\"https://doi.org/10.1007/978-3-319-63257-5_4\">https://doi.org/10.1007/978-3-319-63257-5_4</a>."},"page":"39--52","year":"2018","author":[{"first_name":"Martin","last_name":"Schneider","orcid":"https://orcid.org/0000-0002-6961-3716","full_name":"Schneider, Martin","id":"471"}],"date_created":"2018-10-26T09:35:03Z","date_updated":"2023-11-22T20:22:28Z","doi":"https://doi.org/10.1007/978-3-319-63257-5_4","title":"Digitalization of Production, Human Capital, and Organizational Capital"},{"language":[{"iso":"ger"}],"extern":"1","user_id":"90347","_id":"49249","status":"public","publication":"Jahrbuch für Kommunikationsgeschichte","type":"review","title":"Johann Friedrich Cotta. 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Gretz, Jahrbuch für Kommunikationsgeschichte (2018) 212−213.","bibtex":"@article{Gretz_2018, title={Johann Friedrich Cotta. Verleger– Unternehmer – Technikpionier}, journal={Jahrbuch für Kommunikationsgeschichte}, author={Gretz, Daniela}, year={2018}, pages={212−213} }","apa":"Gretz, D. (2018). Johann Friedrich Cotta. Verleger– Unternehmer – Technikpionier. In <i>Jahrbuch für Kommunikationsgeschichte</i> (p. 212−213)."},"year":"2018"},{"has_accepted_license":"1","year":"2018","citation":{"mla":"Taschl-Erber, Andrea. “New Quick And Easy Publication - Will Be Edited by LibreCat Team.” <i>Quick And Easy Journal Title</i>, 2018.","short":"A. Taschl-Erber, Quick And Easy Journal Title (2018).","bibtex":"@article{Taschl-Erber_2018, title={New Quick And Easy Publication - Will be edited by LibreCat team}, journal={Quick And Easy Journal Title}, author={Taschl-Erber, Andrea}, year={2018} }","apa":"Taschl-Erber, A. (2018). 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Pohl-Patalong (Eds.), <i>Religion unterrichten in religiöser, konfessioneller und weltanschaulicher Vielfalt. Ein Handbuch für Lehrkräfte</i> (pp. 127–136). Vandenhoeck &#38; Ruprecht."},"page":"127-136","publication_status":"published","language":[{"iso":"ger"}],"_id":"49379","user_id":"60607","editor":[{"first_name":"Saskia","full_name":"Eisenhardt, Saskia","last_name":"Eisenhardt"},{"first_name":"Kathrin S.","last_name":"Kürzinger","full_name":"Kürzinger, Kathrin S."},{"full_name":"Naurath, Elisabeth","last_name":"Naurath","first_name":"Elisabeth"},{"last_name":"Pohl-Patalong","full_name":"Pohl-Patalong, Uta","first_name":"Uta"}],"status":"public","type":"book_chapter","publication":"Religion unterrichten in religiöser, konfessioneller und weltanschaulicher Vielfalt. 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Der Beitrag des Fachs Deutsch zwischen Sprache, Literatur und Medien}, number={3}, journal={Mitteilungen des Deutschen Germanistenverbandes}, publisher={Vandenhoeck &#38; Ruprecht GmbH &#38; Co, KG, Göttingen}, author={Topalović, Elvira and Drepper, Laura and Fröhlich, Nadine}, year={2018}, pages={317–325} }","short":"E. Topalović, L. Drepper, N. Fröhlich, Mitteilungen des Deutschen Germanistenverbandes (2018) 317–325.","ama":"Topalović E, Drepper L, Fröhlich N. Digitale Bildung als Querschnittsaufgabe. Der Beitrag des Fachs Deutsch zwischen Sprache, Literatur und Medien. <i>Mitteilungen des Deutschen Germanistenverbandes</i>. 2018;(3):317-325.","ieee":"E. Topalović, L. Drepper, and N. Fröhlich, “Digitale Bildung als Querschnittsaufgabe. 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Der Beitrag des Fachs Deutsch zwischen Sprache, Literatur und Medien.” <i>Mitteilungen des Deutschen Germanistenverbandes</i>, no. 3 (2018): 317–25."},"page":"317-325","_id":"40955","user_id":"23088","ddc":["430","410"],"file_date_updated":"2023-12-08T16:17:43Z","language":[{"iso":"ger"}],"type":"journal_article","publication":"Mitteilungen des Deutschen Germanistenverbandes","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_id":"49558","access_level":"closed","file_name":"TOPALOVIC-DREPPER-FRÖHLICH-2018-Digitale-Bildung-2.pdf","file_size":284852,"creator":"topal","date_created":"2023-12-08T16:17:43Z","date_updated":"2023-12-08T16:17:43Z"}],"status":"public"},{"date_updated":"2023-12-13T07:28:40Z","date_created":"2023-12-07T10:33:55Z","title":"Relationale Erkenntnishorizonte in Exegese und Systematischer Theologie","place":"Leipzig","year":"2018","citation":{"ama":"Bührer W, Meyer zu Hörste-Bührer, RJ, eds. <i>Relationale Erkenntnishorizonte in Exegese Und Systematischer Theologie</i>.; 2018.","chicago":"Bührer, W., and R.J. Meyer zu Hörste-Bührer, eds. <i>Relationale Erkenntnishorizonte in Exegese Und Systematischer Theologie</i>. Marburger Theologische Studien 129. Leipzig, 2018.","ieee":"W. Bührer and R. J. Meyer zu Hörste-Bührer, Eds., <i>Relationale Erkenntnishorizonte in Exegese und Systematischer Theologie</i>. Leipzig, 2018.","apa":"Bührer, W., &#38; Meyer zu Hörste-Bührer, R. J. (Eds.). (2018). <i>Relationale Erkenntnishorizonte in Exegese und Systematischer Theologie</i>.","bibtex":"@book{Bührer_Meyer zu Hörste-Bührer,_2018, place={Leipzig}, series={Marburger Theologische Studien 129}, title={Relationale Erkenntnishorizonte in Exegese und Systematischer Theologie}, year={2018}, collection={Marburger Theologische Studien 129} }","mla":"Bührer, W., and R. J. Meyer zu Hörste-Bührer, editors. <i>Relationale Erkenntnishorizonte in Exegese Und Systematischer Theologie</i>. 2018.","short":"W. Bührer, R.J. Meyer zu Hörste-Bührer, eds., Relationale Erkenntnishorizonte in Exegese Und Systematischer Theologie, Leipzig, 2018."},"_id":"49524","series_title":"Marburger Theologische Studien 129","user_id":"102100","language":[{"iso":"eng"}],"type":"book_editor","editor":[{"full_name":"Bührer, W.","last_name":"Bührer","first_name":"W."},{"first_name":"R.J.","full_name":"Meyer zu Hörste-Bührer,, R.J.","last_name":"Meyer zu Hörste-Bührer,"}],"status":"public"},{"editor":[{"first_name":"W.","full_name":"Bührer, W.","last_name":"Bührer"},{"full_name":"Meyer zu Hörste-Bührer, R.J.","last_name":"Meyer zu Hörste-Bührer","first_name":"R.J."}],"status":"public","publication":"Relationale Erkenntnis- horizonte in Exegese und Systematischer Theologie, Marburger Theologische Studien 129","type":"book_chapter","language":[{"iso":"eng"}],"_id":"49538","user_id":"102100","year":"2018","place":"Leipzig","page":"181–219","citation":{"apa":"Meyer zu Hörste-Bührer, R. (2018). Relationale Erkenntnishorizonte als hermeneutischer Schlüssel zu Pluralität und Einheit des Alten Testaments. In W. Bührer &#38; R. J. Meyer zu Hörste-Bührer (Eds.), <i>Relationale Erkenntnis- horizonte in Exegese und Systematischer Theologie, Marburger Theologische Studien 129</i> (pp. 181–219).","bibtex":"@inbook{Meyer zu Hörste-Bührer_2018, place={Leipzig}, title={Relationale Erkenntnishorizonte als hermeneutischer Schlüssel zu Pluralität und Einheit des Alten Testaments}, booktitle={Relationale Erkenntnis- horizonte in Exegese und Systematischer Theologie, Marburger Theologische Studien 129}, author={Meyer zu Hörste-Bührer, Raphaela}, editor={Bührer, W. and Meyer zu Hörste-Bührer, R.J.}, year={2018}, pages={181–219} }","short":"R. Meyer zu Hörste-Bührer, in: W. Bührer, R.J. Meyer zu Hörste-Bührer (Eds.), Relationale Erkenntnis- Horizonte in Exegese Und Systematischer Theologie, Marburger Theologische Studien 129, Leipzig, 2018, pp. 181–219.","mla":"Meyer zu Hörste-Bührer, Raphaela. “Relationale Erkenntnishorizonte Als Hermeneutischer Schlüssel Zu Pluralität Und Einheit Des Alten Testaments.” <i>Relationale Erkenntnis- Horizonte in Exegese Und Systematischer Theologie, Marburger Theologische Studien 129</i>, edited by W. Bührer and R.J. Meyer zu Hörste-Bührer, 2018, pp. 181–219.","chicago":"Meyer zu Hörste-Bührer, Raphaela. “Relationale Erkenntnishorizonte Als Hermeneutischer Schlüssel Zu Pluralität Und Einheit Des Alten Testaments.” In <i>Relationale Erkenntnis- Horizonte in Exegese Und Systematischer Theologie, Marburger Theologische Studien 129</i>, edited by W. Bührer and R.J. Meyer zu Hörste-Bührer, 181–219. Leipzig, 2018.","ieee":"R. Meyer zu Hörste-Bührer, “Relationale Erkenntnishorizonte als hermeneutischer Schlüssel zu Pluralität und Einheit des Alten Testaments,” in <i>Relationale Erkenntnis- horizonte in Exegese und Systematischer Theologie, Marburger Theologische Studien 129</i>, W. Bührer and R. J. Meyer zu Hörste-Bührer, Eds. Leipzig, 2018, pp. 181–219.","ama":"Meyer zu Hörste-Bührer R. Relationale Erkenntnishorizonte als hermeneutischer Schlüssel zu Pluralität und Einheit des Alten Testaments. In: Bührer W, Meyer zu Hörste-Bührer RJ, eds. <i>Relationale Erkenntnis- Horizonte in Exegese Und Systematischer Theologie, Marburger Theologische Studien 129</i>. ; 2018:181–219."},"title":"Relationale Erkenntnishorizonte als hermeneutischer Schlüssel zu Pluralität und Einheit des Alten Testaments","date_updated":"2023-12-13T07:29:13Z","author":[{"last_name":"Meyer zu Hörste-Bührer","full_name":"Meyer zu Hörste-Bührer, Raphaela","id":"102100","first_name":"Raphaela"}],"date_created":"2023-12-07T11:20:38Z"},{"title":"Local Search Effects in Bi-Objective Orienteering","publisher":"Association for Computing Machinery","date_created":"2023-11-14T15:58:51Z","year":"2018","keyword":["combinatorial optimization","metaheuristics","multi-objective optimization","orienteering","transportation"],"language":[{"iso":"eng"}],"abstract":[{"text":"We analyze the effects of including local search techniques into a multi-objective evolutionary algorithm for solving a bi-objective orienteering problem with a single vehicle while the two conflicting objectives are minimization of travel time and maximization of the number of visited customer locations. Experiments are based on a large set of specifically designed problem instances with different characteristics and it is shown that local search techniques focusing on one of the objectives only improve the performance of the evolutionary algorithm in terms of both objectives. The analysis also shows that local search techniques are capable of sending locally optimal solutions to foremost fronts of the multi-objective optimization process, and that these solutions then become the leading factors of the evolutionary process.","lang":"eng"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference","doi":"10.1145/3205455.3205548","date_updated":"2023-12-13T10:42:14Z","author":[{"first_name":"Jakob","full_name":"Bossek, Jakob","id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek"},{"full_name":"Grimme, Christian","last_name":"Grimme","first_name":"Christian"},{"full_name":"Meisel, Stephan","last_name":"Meisel","first_name":"Stephan"},{"full_name":"Rudolph, Günter","last_name":"Rudolph","first_name":"Günter"},{"first_name":"Heike","full_name":"Trautmann, Heike","last_name":"Trautmann"}],"place":"New York, NY, USA","citation":{"ama":"Bossek J, Grimme C, Meisel S, Rudolph G, Trautmann H. Local Search Effects in Bi-Objective Orienteering. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’18. Association for Computing Machinery; 2018:585–592. doi:<a href=\"https://doi.org/10.1145/3205455.3205548\">10.1145/3205455.3205548</a>","ieee":"J. Bossek, C. Grimme, S. Meisel, G. Rudolph, and H. Trautmann, “Local Search Effects in Bi-Objective Orienteering,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2018, pp. 585–592, doi: <a href=\"https://doi.org/10.1145/3205455.3205548\">10.1145/3205455.3205548</a>.","chicago":"Bossek, Jakob, Christian Grimme, Stephan Meisel, Günter Rudolph, and Heike Trautmann. “Local Search Effects in Bi-Objective Orienteering.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 585–592. GECCO ’18. New York, NY, USA: Association for Computing Machinery, 2018. <a href=\"https://doi.org/10.1145/3205455.3205548\">https://doi.org/10.1145/3205455.3205548</a>.","bibtex":"@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2018, place={New York, NY, USA}, series={GECCO ’18}, title={Local Search Effects in Bi-Objective Orienteering}, DOI={<a href=\"https://doi.org/10.1145/3205455.3205548\">10.1145/3205455.3205548</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={Association for Computing Machinery}, author={Bossek, Jakob and Grimme, Christian and Meisel, Stephan and Rudolph, Günter and Trautmann, Heike}, year={2018}, pages={585–592}, collection={GECCO ’18} }","mla":"Bossek, Jakob, et al. “Local Search Effects in Bi-Objective Orienteering.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2018, pp. 585–592, doi:<a href=\"https://doi.org/10.1145/3205455.3205548\">10.1145/3205455.3205548</a>.","short":"J. Bossek, C. Grimme, S. Meisel, G. Rudolph, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, New York, NY, USA, 2018, pp. 585–592.","apa":"Bossek, J., Grimme, C., Meisel, S., Rudolph, G., &#38; Trautmann, H. (2018). Local Search Effects in Bi-Objective Orienteering. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 585–592. <a href=\"https://doi.org/10.1145/3205455.3205548\">https://doi.org/10.1145/3205455.3205548</a>"},"page":"585–592","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-5618-3"]},"extern":"1","_id":"48839","user_id":"102979","series_title":"GECCO ’18","department":[{"_id":"819"}],"status":"public","type":"conference"},{"year":"2018","date_created":"2023-11-14T15:58:56Z","publisher":"Association for Computing Machinery","title":"Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package ecr","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","abstract":[{"lang":"eng","text":"Assessing the performance of stochastic optimization algorithms in the field of multi-objective optimization is of utmost importance. Besides the visual comparison of the obtained approximation sets, more sophisticated methods have been proposed in the last decade, e. g., a variety of quantitative performance indicators or statistical tests. In this paper, we present tools implemented in the R package ecr, which assist in performing comprehensive and sound comparison and evaluation of multi-objective evolutionary algorithms following recommendations from the literature."}],"language":[{"iso":"eng"}],"keyword":["evolutionary optimization","performance assessment","software-tools"],"publication_identifier":{"isbn":["978-1-4503-5764-7"]},"publication_status":"published","page":"1350–1356","citation":{"bibtex":"@inproceedings{Bossek_2018, place={New York, NY, USA}, series={GECCO ’18}, title={Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package ecr}, DOI={<a href=\"https://doi.org/10.1145/3205651.3208312\">10.1145/3205651.3208312</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Bossek, Jakob}, year={2018}, pages={1350–1356}, collection={GECCO ’18} }","mla":"Bossek, Jakob. “Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package Ecr.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2018, pp. 1350–1356, doi:<a href=\"https://doi.org/10.1145/3205651.3208312\">10.1145/3205651.3208312</a>.","short":"J. Bossek, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2018, pp. 1350–1356.","apa":"Bossek, J. (2018). Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package ecr. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1350–1356. <a href=\"https://doi.org/10.1145/3205651.3208312\">https://doi.org/10.1145/3205651.3208312</a>","ieee":"J. Bossek, “Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package ecr,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2018, pp. 1350–1356, doi: <a href=\"https://doi.org/10.1145/3205651.3208312\">10.1145/3205651.3208312</a>.","chicago":"Bossek, Jakob. “Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package Ecr.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1350–1356. GECCO ’18. New York, NY, USA: Association for Computing Machinery, 2018. <a href=\"https://doi.org/10.1145/3205651.3208312\">https://doi.org/10.1145/3205651.3208312</a>.","ama":"Bossek J. Performance Assessment of Multi-Objective Evolutionary Algorithms with the R Package ecr. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO ’18. Association for Computing Machinery; 2018:1350–1356. doi:<a href=\"https://doi.org/10.1145/3205651.3208312\">10.1145/3205651.3208312</a>"},"place":"New York, NY, USA","author":[{"first_name":"Jakob","full_name":"Bossek, Jakob","id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek"}],"date_updated":"2023-12-13T10:46:04Z","doi":"10.1145/3205651.3208312","type":"conference","status":"public","department":[{"_id":"819"}],"user_id":"102979","series_title":"GECCO ’18","_id":"48867","extern":"1"},{"year":"2018","place":"New York, NY, USA","page":"1737–1744","citation":{"apa":"Kerschke, P., Bossek, J., &#38; Trautmann, H. (2018). Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1737–1744. <a href=\"https://doi.org/10.1145/3205651.3208233\">https://doi.org/10.1145/3205651.3208233</a>","mla":"Kerschke, Pascal, et al. “Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2018, pp. 1737–1744, doi:<a href=\"https://doi.org/10.1145/3205651.3208233\">10.1145/3205651.3208233</a>.","bibtex":"@inproceedings{Kerschke_Bossek_Trautmann_2018, place={New York, NY, USA}, series={GECCO’18}, title={Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers}, DOI={<a href=\"https://doi.org/10.1145/3205651.3208233\">10.1145/3205651.3208233</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, year={2018}, pages={1737–1744}, collection={GECCO’18} }","short":"P. Kerschke, J. Bossek, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2018, pp. 1737–1744.","chicago":"Kerschke, Pascal, Jakob Bossek, and Heike Trautmann. “Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 1737–1744. GECCO’18. New York, NY, USA: Association for Computing Machinery, 2018. <a href=\"https://doi.org/10.1145/3205651.3208233\">https://doi.org/10.1145/3205651.3208233</a>.","ieee":"P. Kerschke, J. Bossek, and H. Trautmann, “Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2018, pp. 1737–1744, doi: <a href=\"https://doi.org/10.1145/3205651.3208233\">10.1145/3205651.3208233</a>.","ama":"Kerschke P, Bossek J, Trautmann H. Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’18. Association for Computing Machinery; 2018:1737–1744. doi:<a href=\"https://doi.org/10.1145/3205651.3208233\">10.1145/3205651.3208233</a>"},"publication_identifier":{"isbn":["978-1-4503-5764-7"]},"title":"Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers","doi":"10.1145/3205651.3208233","publisher":"Association for Computing Machinery","date_updated":"2023-12-13T10:48:38Z","author":[{"last_name":"Kerschke","full_name":"Kerschke, Pascal","first_name":"Pascal"},{"orcid":"0000-0002-4121-4668","last_name":"Bossek","full_name":"Bossek, Jakob","id":"102979","first_name":"Jakob"},{"last_name":"Trautmann","full_name":"Trautmann, Heike","first_name":"Heike"}],"date_created":"2023-11-14T15:58:59Z","abstract":[{"lang":"eng","text":"Performance comparisons of optimization algorithms are heavily influenced by the underlying indicator(s). In this paper we investigate commonly used performance indicators for single-objective stochastic solvers, such as the Penalized Average Runtime (e.g., PAR10) or the Expected Running Time (ERT), based on exemplary benchmark performances of state-of-the-art inexact TSP solvers. Thereby, we introduce a methodology for analyzing the effects of (usually heuristically set) indicator parametrizations - such as the penalty factor and the method used for aggregating across multiple runs - w.r.t. the robustness of the considered optimization algorithms."}],"status":"public","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","type":"conference","keyword":["algorithm selection","optimization","performance measures","transportation","travelling salesperson problem"],"language":[{"iso":"eng"}],"extern":"1","_id":"48885","department":[{"_id":"819"}],"user_id":"102979","series_title":"GECCO’18"},{"year":"2018","citation":{"apa":"Grimme, C., &#38; Bossek, J. (2018). <i>Einführung in die Optimierung - Konzepte, Methoden und Anwendungen</i>. Springer Vieweg. <a href=\"https://doi.org/10.1007/978-3-658-21151-6\">https://doi.org/10.1007/978-3-658-21151-6</a>","bibtex":"@book{Grimme_Bossek_2018, title={Einführung in die Optimierung - Konzepte, Methoden und Anwendungen}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-21151-6\">10.1007/978-3-658-21151-6</a>}, publisher={Springer Vieweg}, author={Grimme, Christian and Bossek, Jakob}, year={2018} }","short":"C. Grimme, J. Bossek, Einführung in Die Optimierung - Konzepte, Methoden Und Anwendungen, Springer Vieweg, 2018.","mla":"Grimme, Christian, and Jakob Bossek. <i>Einführung in Die Optimierung - Konzepte, Methoden Und Anwendungen</i>. Springer Vieweg, 2018, doi:<a href=\"https://doi.org/10.1007/978-3-658-21151-6\">10.1007/978-3-658-21151-6</a>.","ama":"Grimme C, Bossek J. <i>Einführung in Die Optimierung - Konzepte, Methoden Und Anwendungen</i>. Springer Vieweg; 2018. doi:<a href=\"https://doi.org/10.1007/978-3-658-21151-6\">10.1007/978-3-658-21151-6</a>","ieee":"C. Grimme and J. Bossek, <i>Einführung in die Optimierung - Konzepte, Methoden und Anwendungen</i>. Springer Vieweg, 2018.","chicago":"Grimme, Christian, and Jakob Bossek. <i>Einführung in Die Optimierung - Konzepte, Methoden Und Anwendungen</i>. Springer Vieweg, 2018. <a href=\"https://doi.org/10.1007/978-3-658-21151-6\">https://doi.org/10.1007/978-3-658-21151-6</a>."},"publication_identifier":{"isbn":["978-3-658-21150-9"]},"title":"Einführung in die Optimierung - Konzepte, Methoden und Anwendungen","doi":"10.1007/978-3-658-21151-6","publisher":"Springer Vieweg","date_updated":"2023-12-13T10:47:57Z","author":[{"last_name":"Grimme","full_name":"Grimme, Christian","first_name":"Christian"},{"orcid":"0000-0002-4121-4668","last_name":"Bossek","full_name":"Bossek, Jakob","id":"102979","first_name":"Jakob"}],"date_created":"2023-11-14T15:58:58Z","status":"public","type":"book","language":[{"iso":"eng"}],"extern":"1","_id":"48880","user_id":"102979","department":[{"_id":"819"}]},{"doi":"10.1162/evco_a_00215","title":"Leveraging TSP Solver Complementarity through Machine Learning","volume":26,"date_created":"2023-11-14T15:58:58Z","author":[{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"first_name":"Lars","last_name":"Kotthoff","full_name":"Kotthoff, Lars"},{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","id":"102979","full_name":"Bossek, Jakob"},{"first_name":"Holger H.","full_name":"Hoos, Holger H.","last_name":"Hoos"},{"last_name":"Trautmann","full_name":"Trautmann, Heike","first_name":"Heike"}],"date_updated":"2023-12-13T10:51:26Z","intvolume":"        26","page":"597–620","citation":{"ama":"Kerschke P, Kotthoff L, Bossek J, Hoos HH, Trautmann H. Leveraging TSP Solver Complementarity through Machine Learning. <i>Evolutionary Computation</i>. 2018;26(4):597–620. doi:<a href=\"https://doi.org/10.1162/evco_a_00215\">10.1162/evco_a_00215</a>","chicago":"Kerschke, Pascal, Lars Kotthoff, Jakob Bossek, Holger H. Hoos, and Heike Trautmann. “Leveraging TSP Solver Complementarity through Machine Learning.” <i>Evolutionary Computation</i> 26, no. 4 (2018): 597–620. <a href=\"https://doi.org/10.1162/evco_a_00215\">https://doi.org/10.1162/evco_a_00215</a>.","ieee":"P. Kerschke, L. Kotthoff, J. Bossek, H. H. Hoos, and H. Trautmann, “Leveraging TSP Solver Complementarity through Machine Learning,” <i>Evolutionary Computation</i>, vol. 26, no. 4, pp. 597–620, 2018, doi: <a href=\"https://doi.org/10.1162/evco_a_00215\">10.1162/evco_a_00215</a>.","mla":"Kerschke, Pascal, et al. “Leveraging TSP Solver Complementarity through Machine Learning.” <i>Evolutionary Computation</i>, vol. 26, no. 4, 2018, pp. 597–620, doi:<a href=\"https://doi.org/10.1162/evco_a_00215\">10.1162/evco_a_00215</a>.","short":"P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary Computation 26 (2018) 597–620.","bibtex":"@article{Kerschke_Kotthoff_Bossek_Hoos_Trautmann_2018, title={Leveraging TSP Solver Complementarity through Machine Learning}, volume={26}, DOI={<a href=\"https://doi.org/10.1162/evco_a_00215\">10.1162/evco_a_00215</a>}, number={4}, journal={Evolutionary Computation}, author={Kerschke, Pascal and Kotthoff, Lars and Bossek, Jakob and Hoos, Holger H. and Trautmann, Heike}, year={2018}, pages={597–620} }","apa":"Kerschke, P., Kotthoff, L., Bossek, J., Hoos, H. H., &#38; Trautmann, H. (2018). Leveraging TSP Solver Complementarity through Machine Learning. <i>Evolutionary Computation</i>, <i>26</i>(4), 597–620. <a href=\"https://doi.org/10.1162/evco_a_00215\">https://doi.org/10.1162/evco_a_00215</a>"},"year":"2018","issue":"4","publication_identifier":{"issn":["1063-6560"]},"language":[{"iso":"eng"}],"keyword":["automated algorithm selection","machine learning.","performance modeling","Travelling Salesperson Problem"],"department":[{"_id":"819"}],"user_id":"102979","_id":"48884","status":"public","abstract":[{"text":"The Travelling Salesperson Problem (TSP) is one of the best-studied NP-hard problems. Over the years, many different solution approaches and solvers have been developed. For the first time, we directly compare five state-of-the-art inexact solvers\\textemdash namely, LKH, EAX, restart variants of those, and MAOS\\textemdash on a large set of well-known benchmark instances and demonstrate complementary performance, in that different instances may be solved most effectively by different algorithms. We leverage this complementarity to build an algorithm selector, which selects the best TSP solver on a per-instance basis and thus achieves significantly improved performance compared to the single best solver, representing an advance in the state of the art in solving the Euclidean TSP. Our in-depth analysis of the selectors provides insight into what drives this performance improvement.","lang":"eng"}],"publication":"Evolutionary Computation","type":"journal_article"},{"date_updated":"2023-12-13T10:51:50Z","volume":3,"author":[{"orcid":"0000-0002-4121-4668","last_name":"Bossek","id":"102979","full_name":"Bossek, Jakob","first_name":"Jakob"}],"date_created":"2023-11-14T15:58:56Z","title":"Grapherator: A Modular Multi-Step Graph Generator","doi":"10.21105/joss.00528","publication_identifier":{"issn":["2475-9066"]},"issue":"22","year":"2018","intvolume":"         3","page":"528","citation":{"chicago":"Bossek, Jakob. “Grapherator: A Modular Multi-Step Graph Generator.” <i>Journal of Open Source Software</i> 3, no. 22 (2018): 528. <a href=\"https://doi.org/10.21105/joss.00528\">https://doi.org/10.21105/joss.00528</a>.","ieee":"J. Bossek, “Grapherator: A Modular Multi-Step Graph Generator,” <i>Journal of Open Source Software</i>, vol. 3, no. 22, p. 528, 2018, doi: <a href=\"https://doi.org/10.21105/joss.00528\">10.21105/joss.00528</a>.","ama":"Bossek J. Grapherator: A Modular Multi-Step Graph Generator. <i>Journal of Open Source Software</i>. 2018;3(22):528. doi:<a href=\"https://doi.org/10.21105/joss.00528\">10.21105/joss.00528</a>","apa":"Bossek, J. (2018). Grapherator: A Modular Multi-Step Graph Generator. <i>Journal of Open Source Software</i>, <i>3</i>(22), 528. <a href=\"https://doi.org/10.21105/joss.00528\">https://doi.org/10.21105/joss.00528</a>","short":"J. Bossek, Journal of Open Source Software 3 (2018) 528.","mla":"Bossek, Jakob. “Grapherator: A Modular Multi-Step Graph Generator.” <i>Journal of Open Source Software</i>, vol. 3, no. 22, 2018, p. 528, doi:<a href=\"https://doi.org/10.21105/joss.00528\">10.21105/joss.00528</a>.","bibtex":"@article{Bossek_2018, title={Grapherator: A Modular Multi-Step Graph Generator}, volume={3}, DOI={<a href=\"https://doi.org/10.21105/joss.00528\">10.21105/joss.00528</a>}, number={22}, journal={Journal of Open Source Software}, author={Bossek, Jakob}, year={2018}, pages={528} }"},"_id":"48866","department":[{"_id":"819"}],"user_id":"102979","language":[{"iso":"eng"}],"publication":"Journal of Open Source Software","type":"journal_article","abstract":[{"lang":"eng","text":"Bossek, (2018). grapherator: A Modular Multi-Step Graph Generator. Journal of Open Source Software, 3(22), 528, https://doi.org/10.21105/joss.00528"}],"status":"public"},{"status":"public","publication":"EDAD MEDIA: Revista de Historia","type":"journal_article","language":[{"iso":"eng"}],"_id":"49738","user_id":"78579","year":"2018","intvolume":"        19","page":"184-217","citation":{"bibtex":"@article{Huybrechts_Buylaert_2018, title={Blue Blood in the Red? Nobles on the Antwerp annuity market (1490-1493) }, volume={19}, DOI={<a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">10.24197/EM.19.2018.184-217 </a>}, journal={EDAD MEDIA: Revista de Historia}, author={Huybrechts, Yves and Buylaert, Frederik}, year={2018}, pages={184–217} }","mla":"Huybrechts, Yves, and Frederik Buylaert. “Blue Blood in the Red? Nobles on the Antwerp Annuity Market (1490-1493) .” <i>EDAD MEDIA: Revista de Historia</i>, vol. 19, 2018, pp. 184–217, doi:<a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">10.24197/EM.19.2018.184-217 </a>.","short":"Y. Huybrechts, F. Buylaert, EDAD MEDIA: Revista de Historia 19 (2018) 184–217.","apa":"Huybrechts, Y., &#38; Buylaert, F. (2018). Blue Blood in the Red? Nobles on the Antwerp annuity market (1490-1493) . <i>EDAD MEDIA: Revista de Historia</i>, <i>19</i>, 184–217. <a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">https://doi.org/10.24197/EM.19.2018.184-217 </a>","ama":"Huybrechts Y, Buylaert F. Blue Blood in the Red? Nobles on the Antwerp annuity market (1490-1493) . <i>EDAD MEDIA: Revista de Historia</i>. 2018;19:184-217. doi:<a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">10.24197/EM.19.2018.184-217 </a>","chicago":"Huybrechts, Yves, and Frederik Buylaert. “Blue Blood in the Red? Nobles on the Antwerp Annuity Market (1490-1493) .” <i>EDAD MEDIA: Revista de Historia</i> 19 (2018): 184–217. <a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">https://doi.org/10.24197/EM.19.2018.184-217 </a>.","ieee":"Y. Huybrechts and F. Buylaert, “Blue Blood in the Red? Nobles on the Antwerp annuity market (1490-1493) ,” <i>EDAD MEDIA: Revista de Historia</i>, vol. 19, pp. 184–217, 2018, doi: <a href=\"https://doi.org/10.24197/EM.19.2018.184-217 \">10.24197/EM.19.2018.184-217 </a>."},"publication_identifier":{"issn":["1138-9621 "]},"publication_status":"published","title":"Blue Blood in the Red? Nobles on the Antwerp annuity market (1490-1493) ","doi":"10.24197/EM.19.2018.184-217 ","main_file_link":[{"url":"https://repository.uantwerpen.be/docman/irua/3f98a0/157657.pdf","open_access":"1"}],"date_updated":"2023-12-18T10:09:09Z","oa":"1","volume":19,"author":[{"orcid":"0009-0009-2166-9794","last_name":"Huybrechts","id":"78579","full_name":"Huybrechts, Yves","first_name":"Yves"},{"last_name":"Buylaert","full_name":"Buylaert, Frederik","first_name":"Frederik"}],"date_created":"2023-12-18T09:19:34Z"},{"language":[{"iso":"ger"}],"user_id":"78235","_id":"50108","status":"public","editor":[{"first_name":"Sara","last_name":"Hornäk","full_name":"Hornäk, Sara"}],"publication":"Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld","type":"conference","conference":{"name":"Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld","start_date":"20-04-2016","end_date":"22-04-2016","location":"Paderborn"},"title":"Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung","date_created":"2024-01-03T08:07:54Z","author":[{"first_name":"Karina","id":"78235","full_name":"Pauls, Karina","last_name":"Pauls"}],"date_updated":"2024-01-03T08:12:18Z","page":"63-77","citation":{"chicago":"Pauls, Karina. “Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung.” In <i>Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld</i>, edited by Sara Hornäk, 63–77. Paderborn, 2018.","ieee":"K. Pauls, “Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung,” in <i>Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld</i>, Paderborn, 2018, pp. 63–77.","ama":"Pauls K. Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung. In: Hornäk S, ed. <i>Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld</i>. ; 2018:63-77.","bibtex":"@inproceedings{Pauls_2018, place={Paderborn}, title={Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung}, booktitle={Skulptur lehren. Künstlerische, kunstwissenschaftliche und kunstpädagogische Perspektiven auf Skulptur im erweiterten Feld}, author={Pauls, Karina}, editor={Hornäk, Sara}, year={2018}, pages={63–77} }","mla":"Pauls, Karina. “Skulptur in Zeiten ihrer Entgrenzung – Herausforderungen und Möglichkeiten der Vermittlung.” <i>Skulptur lehren. 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