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Number of items: 98.
Journal Article
Wanika, Linda, Egan, Joseph R., Swaminathan, Nivedhitha, Duran-Villalobos, Carlos A., Branke, Juergen, Goldrick, Stephen and Chappell, M. J. (Michael J.) (2024) Structural and practical identifiability analysis in bioengineering : a beginner’s guide. Journal of Biological Engineering, 18 . 20. doi:10.1186/s13036-024-00410-x ISSN 1754-1611.
Ungredda, Juan and Branke, Juergen (2024) Bayesian optimisation for constrained problems. ACM Transactions on Modeling and Computer Simulation . doi:10.1145/3641544 ISSN 1558-1195. (In Press)
Kent, Paul, Gaier, Adam, Mouret, Jean-Baptiste and Branke, Juergen (2024) Bayesian optimisation for quality diversity search with coupled descriptor functions. IEEE Transactions on Evolutionary Computation . ISSN 1089-778X. (In Press)
Ball, Robin, Branke, Juergen and Meisel, Stephan (2024) Re-use of samples in stochastic annealing. Computers & Operations Research . 106543. doi:10.1016/j.cor.2024.106543 ISSN 0305-0548. (In Press)
Le, Hoai Phuong and Branke, Juergen (2024) Using knowledge gradient in Bayesian optimization when searching for robust solutions. Engineering Optimization, 56 (1). pp. 36-53. doi:10.1080/0305215X.2022.2145604 ISSN 0305-215X.
Karl, Florian, Pielok, Tobias, Moosbauer, Julia, Pfisterer, Florian, Coors, Stefan, Binder, Martin, Schneider, Lennart, Thomas, Janek, Richter, Jakob, Lang, Michel, Garrido-Merchán, Eduardo C., Branke, Juergen and Bischl, Bernd (2023) Multi-objective hyperparameter optimization in machine learning – an overview. ACM Transactions on Evolutionary Learning and Optimization, 3 (4). 16. doi:10.1145/3610536 ISSN 2688-3007.
Keskin, Merve, Branke, Juergen, Deineko, Vladimir G. and Strauss, Arne (2023) Dynamic multi-period vehicle routing with touting. European Journal of Operational Research, 310 (1). pp. 168-184. doi:10.1016/j.ejor.2023.02.037 ISSN 0377-2217.
Yazdani, Danial, Omidvar, Mohammad Nabi, Yazdani, Donya, Branke, Jürgen, Nguyen, Trung Thanh, Gandomi, Amir H, Jin, Yaochu and Yao, Yao (2023) Robust optimization over time : a critical review. IEEE Transactions on Evolutionary Computation . doi:10.1109/TEVC.2023.3306017 ISSN 1089-778X. (In Press)
Xiao, Hui, Zhang, Yao, Kou, Gang, Zhang, Si and Branke, Juergen (2023) Ranking and selection for pairwise comparison. Naval Research Logistics, 70 (3). pp. 284-302. doi:10.1002/nav.22093 ISSN 0894-069X.
Ma, Yikai, Zhang, Wenjuan and Branke, Juergen (2023) Multi-objective optimisation of multifaceted maintenance strategies for wind farms. Journal of the Operational Research Society, 74 (5). pp. 1362-1377. doi:10.1080/01605682.2022.2085066 ISSN 1476-9360.
Pearce , Michael, Policzek, Matthias and Branke, Jürgen (2022) Bayesian optimization allowing for common random numbers. Operations Research, 70 (6). pp. 3457-3472. doi:10.1287/opre.2021.2208 ISSN 0030-364X.
Yazdani, D., Cheng, R. and Branke, Jürgen (2022) Adaptive control of sub-populations in evolutionary dynamic optimization. IEEE Transactions on Cybernetics, 52 (7). pp. 6476-6489. doi:10.1109/TCYB.2020.3036100 ISSN 2168-2267.
Ungredda, Juan, Pearce , Michael and Branke, Juergen (2022) Bayesian optimisation vs. input uncertainty reduction. ACM Transactions on Modeling and Computer Simulation, 32 (3). 17. doi:10.1145/3510380 ISSN 1558-1195.
Yazdani, Danial , Yazdani, Donya, Branke, Juergen, Nabi Omidvar, Mohammad, Gandomi, Amir Hossein and Yao, Xin (2022) Robust optimization over time by estimating robustness of promising regions. IEEE Transactions on Evolutionary Computation, 27 (3). pp. 657-670. doi:10.1109/TEVC.2022.3180590 ISSN 1089-778X.
Yazdani, Danial, Omidvar, Mohammad Nabi, Cheng, Ran, Branke, Jürgen, Nguyen, Trung Thanh and Yao, Xin (2022) Benchmarking continuous dynamic optimization : survey and generalized test suite. IEEE Transactions on Cybernetics, 52 (5). 3380 -3393. doi:10.1109/TCYB.2020.3011828 ISSN 2168-2267.
Gallacher, Daniel C., Stallard, Nigel, Kimani, Peter K., Gökalp, Elvan and Branke, Juergen (2022) Development of a model to demonstrate the impact of NICE cost-effectiveness assessment on health utility for targeted medicines. Health Economics, 31 (2). pp. 417-430. doi:10.1002/hec.4459 ISSN 1057-9230.
Wang, Chen, Ma, Hui, Chen, Gang, Hartmann, Sven and Branke, Jürgen (2022) Robustness estimation and optimisation for semantic web service composition with stochastic service failures. IEEE Transactions on Emerging Topics in Computational Intelligence, 6 (1). pp. 77-92. doi:10.1109/TETCI.2020.3027870 ISSN 2471-285X.
Lopez-Ibanez, Manuel, Branke, Juergen and Paquete, Luis (2021) Reproducibility in evolutionary computation. ACM Transactions on Evolutionary Learning and Optimization, 1 (4). 14. doi:10.1145/3466624 ISSN 2688-299X.
Yazdani, Danial , Cheng, Ran, Yazdani, Donya, Branke, Jürgen, Jin, Yaochu and Yao, Xin (2021) A survey of evolutionary continuous dynamic optimization over two decades – part A. IEEE Transactions on Evolutionary Computation, 25 (4). pp. 609-629. doi:10.1109/TEVC.2021.3060014 ISSN 1089-778X.
Yazdani, Danial , Cheng, Ran, Yazdani, Donya, Branke, Jürgen, Jin, Yaochu and Yao, Xin (2021) A survey of evolutionary continuous dynamic optimization over two decades – part B. IEEE Transactions on Evolutionary Computation, 25 (4). pp. 630-650. doi:10.1109/TEVC.2021.3060012 ISSN 1089-778X.
Bartram, Söhnke M., Branke, Jürgen, De Rossi, Giuliano and Motahari, Mehrshad (2021) Machine learning for active portfolio management. Journal of Financial Data Science, 3 (3). pp. 9-30. doi:10.3905/jfds.2021.1.071 ISSN 2640-3943.
Demirbilek, Mustafa, Branke, Jürgen and Strauss, Arne (2021) Home healthcare routing and scheduling of multiple nurses in a dynamic environment. Flexible Services and Manufacturing Journal, 33 . pp. 253-280. doi:10.1007/s10696-019-09350-x ISSN 1936-6582.
MacLachlan, Jordan, Mei, Yide, Branke, Jürgen and Zhang, Mengjie (2020) Genetic programming hyper-heuristic with vehicle collaboration for uncertain capacitated arc routing problem. Evolutionary Computation, 28 (4). pp. 563-593. doi:10.1162/evco_a_00267 ISSN 1063-6560.
Gökalp, Elvan and Branke, Juergen (2020) Pharmaceutical R & D pipeline management under trial duration uncertainty. Computers & Chemical Engineering, 136 . 106782. doi:10.1016/j.compchemeng.2020.106782 ISSN 0098-1354.
Yazdani, Danial, Omidvar, Nabi, Branke, Jürgen, Nguyen, Trung Thanh and Yao, Xin (2020) Scaling up dynamic optimization problems : a divide-and-conquer approach. IEEE Transactions on Evolutionary Computation, 24 (1). pp. 1-15. doi:10.1109/TEVC.2019.2902626 ISSN 1089-778X.
Fei, Xin, Gulpinar, Nalan and Branke, Jürgen (2019) Efficient solution selection for two-stage stochastic programs. European Journal of Operational Research, 277 (3). pp. 918-929. doi:10.1016/j.ejor.2019.02.015 ISSN 0377-2217.
Branke, Jürgen and Zhang, Wen (2019) Identifying efficient solutions via simulation : myopic multi-objective budget allocation for the bi-objective case. OR Spectrum, 41 . pp. 831-865. doi:10.1007/s00291-019-00561-0 ISSN 0171-6468.
Oyebolu, Folarin B., Allmendinger, Richard, Farid, Suzanne S. and Branke, Jürgen (2019) Dynamic scheduling of multi-product continuous biopharmaceutical facilities : a hyper-heuristic framework. Computers & Chemical Engineering, 125 . pp. 71-88. doi:10.1016/j.compchemeng.2019.03.002 ISSN 0098-1354.
Groves, Matthew J. and Branke, Jürgen (2019) Top-k selection with pairwise comparisons. European Journal of Operational Research, 274 (2). pp. 615-626. doi:10.1016/j.ejor.2018.10.011 ISSN 0377-2217.
Fei, Xin, Branke, Jürgen and Gülpinar, Nalân (2019) New sampling strategies when searching for robust solutions. IEEE Transactions on Evolutionary Computation, 23 (2). pp. 273-287. doi:10.1109/TEVC.2018.2849331 ISSN 1089-778X.
Demirbilek, Mustafa, Branke, Jürgen and Strauss, Arne (2019) Dynamically accepting and scheduling patients for home healthcare. Health Care Management Science, 22 (1). pp. 140-155. doi:10.1007/s10729-017-9428-0 ISSN 1386-9620.
Yazdani, Danial , Nguyen, Trung Thanh and Branke, Jürgen (2019) Robust optimization over time by learning problem space characteristics. IEEE Transactions on Evolutionary Computation, 23 (1). pp. 143-155. doi:10.1109/TEVC.2018.2843566 ISSN 1941-0026.
Pearce, Michael and Branke, Jürgen (2018) Continuous multi-task Bayesian optimisation with correlation. European Journal of Operational Research, 270 (3). pp. 1074-1085. doi:10.1016/j.ejor.2018.03.017 ISSN 0377-2217.
Miranda, Douglas M., Branke, Jürgen and Conceição, Samuel V. (2018) Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time. Applied Soft Computing, 70 . pp. 66-79. doi:10.1016/j.asoc.2018.05.026 ISSN 1872-9681.
van Lon, Rinde R. S., Branke, Jürgen and Holvoet, Tom (2018) Optimizing agents with genetic programming : an evaluation of hyper-heuristics in dynamic real-time logistics. Genetic Programming and Evolvable Machines, 19 (1-2). pp. 93-120. doi:10.1007/s10710-017-9300-5 ISSN 1389-2576.
Gülpinar, Nalân, Çanakoğlu, Ethem and Branke, Jürgen (2018) Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities. European Journal of Operational Research, 266 (1). pp. 291-303. doi:10.1016/j.ejor.2017.09.006 ISSN 0377-2217.
Ball, Robin, Branke, Jürgen and Meisel, Stephan (2018) Optimal sampling for simulated annealing under noise. INFORMS Journal on Computing, 30 (1). pp. 200-215. doi:10.1287/ijoc.2017.0774 ISSN 1091-9856.
Branke, Jürgen, Corrente, Salvatore, Greco, Salvatore and Gutjahr, Walter (2017) Efficient pairwise preference elicitation allowing for indifference. Computers & Operations Research, 88 . pp. 175-186. ISSN 0305-0548.
Oyebolu, Folarin B., Van Lidth de Jeude, Jeroen, Siganporia, Cyrus, Farid, Suzanne S., Allmendinger, Richard and Branke, Jürgen (2017) A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production. Journal of Heuristics, 23 (4). pp. 231-256. doi:10.1007/s10732-017-9338-9 ISSN 1381-1231.
Branke, Jürgen, Asafuddoula, M., Bhattacharjee, Kalyan Shankar and Ray, Tapabrata (2017) Efficient use of partially converged simulations in evolutionary optimization. IEEE Transactions on Evolutionary Computation, 21 (1). pp. 52-64. doi:10.1109/TEVC.2016.2569018 ISSN 1089-778X.
Branke, Jürgen, Farid, Suzanne S. and Shah, Nilay (2016) Industry 4.0 : a vision for personalized medicine supply chains? Cell and Gene Therapy Insights, 2 (2). pp. 263-270. doi:10.18609/cgti.2016.027 ISSN 2059-7800.
Branke, Jürgen, Corrente, Salvatore, Greco, Salvatore, Słowiński, Roman and Zielniewicz, Piotr (2016) Using Choquet integral as preference model in interactive evolutionary multiobjective optimization. European Journal of Operational Research, 250 (3). pp. 884-901. doi:10.1016/j.ejor.2015.10.027 ISSN 0377-2217.
Heger, Jens, Branke, Jürgen, Hildebrandt, Torsten and Scholz-Reiter, Bernd (2016) Dynamic adjustment of dispatching rule parameters in flow shops with sequence dependent setup times. International Journal of Production Research , 54 (22). pp. 6812-6824. ISSN 0020-7543.
Branke, Jürgen, Nguyen, Su, Pickardt, Christoph W. and Zhang, Mengjie (2016) Automated design of production scheduling heuristics : a review. IEEE Transactions on Evolutionary Computation, 20 (1). pp. 110-124. doi:10.1109/TEVC.2015.2429314 ISSN 1089-778X.
Hildebrandt, Torsten and Branke, Jürgen (2015) On using surrogates with genetic programming. Evolutionary Computation, 23 (3). pp. 343-367. doi:10.1162/EVCO_a_00133 ISSN 1063-6560.
Branke, Jürgen, Hildebrandt, Torsten and Scholz-Reiter, Bernd (2015) Hyper-heuristic evolution of dispatching rules : a comparison of rule representations. Evolutionary Computation, Volume 23 (Number 2). pp. 249-277. doi:10.1162/EVCO_a_00131 ISSN 1063-6560.
Morales-Enciso, Sergio and Branke, Jürgen (2015) Tracking global optima in dynamic environments with efficient global optimization. European Journal of Operational Research, 242 (3). pp. 744-755. doi:10.1016/j.ejor.2014.11.028 ISSN 03772217.
Branke, Jürgen, Greco, Salvatore, Slowinski, Roman and Zielniewicz, Piotr (2015) Learning value functions in interactive evolutionary multiobjective optimization. IEEE Transactions on Evolutionary Computation, 19 (1). pp. 88-102. doi:10.1109/TEVC.2014.2303783 ISSN 1089-778X.
LaPorte, G. Jake, Branke, Jürgen and Chen, Chun-Hung (2015) Adaptive parent population sizing in evolution strategies. Evolutionary Computation, 23 (3). pp. 397-420. doi:10.1162/EVCO_a_00136 ISSN 1063-6560.
Pickardt, Christoph W., Hildebrandt, Torsten, Branke, Jürgen, Heger, Jens and Scholz-Reiter, Bernd (2013) Evolutionary generation of dispatching rule sets for complex dynamic scheduling problems. International Journal of Production Economics, Volume 145 (Number 1). pp. 67-77. doi:10.1016/j.ijpe.2012.10.016 ISSN 0925-5273.
Helwig, S., Branke, Jürgen and Mostaghim, S. (2013) Experimental analysis of bound handling techniques in particle swarm optimization. IEEE Transactions on Evolutionary Computation, Volume 17 (Number 2). pp. 259-271. doi:10.1109/TEVC.2012.2189404 ISSN 1089-778X.
Pickardt, Christoph W. and Branke, Jürgen (2012) Setup-oriented dispatching rules – a survey. International Journal of Production Research , Vol.50 (No.20). pp. 5823-5842. doi:10.1080/00207543.2011.629634 ISSN 0020-7543.
Nguyen, Trung Thanh, Yang, Shengxiang and Branke, Jürgen (2012) Evolutionary dynamic optimization : a survey of the state of the art. Swarm and Evolutionary Computation, Volume 6 . pp. 1-24. doi:10.1016/j.swevo.2012.05.001 ISSN 2210-6502.
Branke, Jürgen and Pickardt, Christoph W. (2011) Evolutionary search for difficult problem instances to support the design of job shop dispatching rules. European Journal of Operational Research, Vol.212 (No.1). pp. 22-32. doi:10.1016/j.ejor.2011.01.044 ISSN 0377-2217.
Chick, S. E., Branke, Jürgen and Schmidt, C. (2010) Sequential sampling to myopically maximize the expected value of information. INFORMS Journal on Computing, 22 (1). pp. 71-80. doi:10.1287/ijoc.1090.0327 ISSN 1091-9856.
Branke, Jürgen, Scheckenbach, B., Steinke, M., Deb, Kalyanmoy and Schmeck, H. (2009) Portfolio optimization with an envelope-based multi-objective evolutionary algorithm. European Journal of Operational Research, 199 (3). pp. 684-693. doi:10.1016/j.ejor.2008.01.054 ISSN 0377-2217.
Deb, Kalyanmoy, Gupta, Shubham, Daum, David, Branke, Jürgen, Mall, Abhishek Kumar and Padmanabhan, Dhanesh (2009) Reliability-based optimization using evolutionary algorithms. IEEE Transactions on Evolutionary Computation, Vol.13 (No.5). pp. 1054-1074. doi:10.1109/TEVC.2009.2014361 ISSN 1089-778X.
Paenke, Ingo, Jin, Yaochu and Branke, Jürgen (2009) Balancing population- and individual-level adaptation in changing environments. Adaptive Behaviour, Vol.17 (No.2). pp. 153-174. doi:10.1177/1059712309103566 ISSN 1059-7123.
Prothmann, Holger, Branke, Jürgen, Schmeck, Hartmut, Tomforde, Sven, Rochner, Fabian, Hahner, Jorg and Schloer, Christian Muller (2009) Organic traffic light control for urban road networks. International Journal of Autonomous and Adaptive Communications Systems, Vol.2 (No.3). pp. 203-225. doi:10.1504/IJAACS.2009.026783 ISSN 1754-8632.
Stein, Michael, Branke, Jürgen and Schmeck, Hartmut (2008) Efficient implementation of an active set algorithm for large-scale portfolio selection. Computers & Operations Research, Vol.35 (No.12). pp. 3945-3961. doi:10.1016/j.cor.2007.05.004 ISSN 0305-0548.
Branke, Jürgen, Meisel, Stephan and Schmidt, Christian (2008) Simulated annealing in the presence of noise. Journal of Heuristics, Vol.14 (No.6). pp. 627-654. doi:10.1007/s10732-007-9058-7 ISSN 1381-1231.
Book Item
Branke, Jürgen and Fei, Xin (2016) Efficient sampling when searching for robust solutions. In: Parallel Problem Solving from Nature – PPSN XIV. Lecture Notes in Computer Science, 9921 . Springer, Cham, pp. 237-246. ISBN 9783319458236
Morales-Enciso, Sergio and Branke, Jürgen (2014) Response surfaces with discounted information for global optima tracking in dynamic environments. In: Terrazas , German and Otero , Fernando E. B. and Masegosa , Antonio D., (eds.) Nature Inspired Cooperative Strategies for Optimization (NICSO 2013). Studies in Computational Intelligence, Volume 512 . Springer, pp. 57-69. ISBN 9783319016917
Branke, Jürgen and Elomari, Jawad Asem (2013) Racing with a fixed budget and a self-adaptive significance level. In: Nicosia , Giuseppe and Pardalos, Panos , (eds.) Learning and Intelligent Optimization. Lecture Notes in Computer Science, Volume 7997 . Berlin Heidelberg: Springer Berlin Heidelberg, pp. 272-280. ISBN 9783642449727
Branke, Jürgen (2011) Artificial societies. In: Sammut, Claude and Webb, Geoffrey I., (eds.) Encyclopedia of machine learning. Springer reference . New York: Springer. ISBN 9780387301648
Tomforde, S., Prothmann, H., Branke, Jürgen, Hähner, J., Müller-Schloer, C. and Schmeck, H. (2011) Organic traffic control. In: Müller-Scholer, Christian and Schmeck, Hartmut and Ungerer, Theo , (eds.) Organic computing-- a paradigm shift for complex systems. Autonomic systems . Basel: Springer. ISBN 9783034801300
Branke, Jürgen (2008) Consideration of partial user preferences in evolutionary multiobjective optimization. In: Branke, Jürgen and Debbattista, K. and Miettinen, R. and Slowinski, R., (eds.) Multiobjective optimization : interactive and evolutionary approaches. Lecture notes in computer science, 5252 . Berlin : Springer-Verlag, p. 157. ISBN 9783540889083
Branke, Jürgen and Schmeck, H. (2008) Evolutionary design of emergent behavior. In: Würtz, Rolf P., (ed.) Organic computing. Understanding complex systems . Berlin : Springer, p. 123. ISBN 9783540776574
Branke, Jürgen (2008) Interactive multiobjective evolutionary algorithms. In: Branke, Jürgen and Debbattista, K. and Miettinen, R. and Slowinski, R., (eds.) Multiobjective optimization : interactive and evolutionary approaches. Lecture notes in computer science, 5252 . Berlin : Springer-Verlag, p. 179. ISBN 9783540889083
Belton, V., Branke, Jürgen, Eskelinen, P., Greco, S., Molina, J., Ruiz, F. and Slowinski, R. (2008) Interactive multiobjective optimization from a learning perspective. In: Branke, Jürgen and Debbattista, K. and Miettinen, R. and Slowinski, R., (eds.) Multiobjective optimization : interactive and evolutionary approaches. Lecture notes in computer science, 5252 . Berlin : Springer-Verlag, p. 405. ISBN 9783540889083
Blackwell, T., Branke, Jürgen and Li, X. (2008) Particle swarms for dynamic optimization problems. In: Blum, Christian and Merkle, Daniel , (eds.) Swarm intelligence : introduction and applications. Natural computing series . Berlin ; London : Springer, p. 193. ISBN 9783540740896
Conference Item
Yazdani, Danial, Branke, Juergen, Khorshidi, Mohammad Sadegh, Omidvar, Mohammad Nabi, Li, Xiaodong, Gandomi, Amir H. and Yao, Xin (2024) Clustering in dynamic environments : a framework for benchmark dataset generation with heterogeneous changes. In: The Genetic and Evolutionary Computation Conference (GECCO), Melbourne, Australia, 14-18 Jul 2024 (In Press)
Watkins, George, Montana, Giovanni and Branke, Jürgen (2023) Generating a graph colouring heuristic with deep Q-learning and graph neural networks. In: The 17th Learning and Intelligent Optimization Conference, Nice, France, 4-8 Jun 2023. Published in: Learning and Intelligent Optimization. LION 2023, 14286 ISBN 9783031445040. doi:10.1007/978-3-031-44505-7_33
Ungredda, Juan and Branke, Juergen (2023) When to elicit preferences in multi-objective Bayesian optimization. In: GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, 15-19 Jul 2023 . Published in: Proceedings of the Companion Conference on Genetic and Evolutionary Computation pp. 1997-2003. ISBN 9798400701207. doi:10.1145/3583133.3596342
Kent, Paul and Branke, Juergen (2023) Bayesian quality diversity search with interactive illumination. In: The Genetic and Evolutionary Computation Conference (GECCO), 15-19 Jul 2023, Lisbon, Portugal ; Hybrid. Published in: GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference pp. 1019-1026. ISBN 9798400701191. doi:10.1145/3583131.3590486
Singh, Hemant Kumar and Branke, Juergen (2022) Identifying stochastically non-dominated solutions using evolutionary computation. In: 17th International Conference, PPSN 2022, Dortmund, Germany, 10-14 Sep 2022. Published in: Parallel Problem Solving from Nature – PPSN XVII, 13399 pp. 193-206. ISBN 9783031147203. doi:10.1007/978-3-031-14721-0_14 ISSN 0302-9743.
Heidari, Arash, Qing, Jixiang, Rojas Gonzalez, Sebastian, Branke, Jürgen, Dhaene, Tom and Couckuyt, Ivo (2022) Finding knees in Bayesian multi-objective optimization. In: International Conference on Parallel Problem Solving from Nature (PPSN 2022), Dortmund, Germany, 10-14 Sep 2022. Published in: Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN 2022), 13398 pp. 104-117. ISBN 9783031147135. doi:10.1007/978-3-031-14714-2_8 ISSN 0302-9743.
Ungredda, Juan, Branke, Juergen, Marchi, Mariapia and Montrone, Teresa (2022) Single interaction multi-objective Bayesian optimization. In: 17th International Conference, PPSN 2022, Dortmund, Germany, 10-14 Sep 2022. Published in: Parallel Problem Solving from Nature – PPSN XVII, 13398 pp. 132-145. ISBN 9783031147135. doi:10.1007/978-3-031-14714-2_10 ISSN 0302-9743.
Peralta, Federico, Pearce, Michael, Poloczek, Matthias, Reina, Daniel Gutierrez, Toral, Sergio and Branke, Juergen (2022) Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. In: GECCO '22: Genetic and Evolutionary Computation Conference Companion, Massachusetts, Boston, 9-13 Jul 2022. Published in: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion pp. 747-750. doi:10.1145/3520304.3528978
Kent, Paul, Branke, Juergen, Gaier, Adam and Mouret, Jean-Baptiste (2022) A discretization-free metric for assessing quality diversity algorithms. In: GECCO '22: Genetic and Evolutionary Computation Conference Companion, Massachusetts, Boston, 9-13 Jul 2022. Published in: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion pp. 2131-2135. ISBN 9781450392686. doi:10.1145/3520304.3534018
Taylor, Simon J. E., Son, Young-Jun, Branke, Juergen, Rose, Oliver and Sanchez, Susan M. (2022) Using simulation and artificial intelligence to innovate : are we getting even smarter? In: 2021 Winter Simulation Conference (WSC), Phoenix, AZ, USA, 12-15 Dec 2021. Published in: Proceedings of the 2021 Winter Simulation Conference (WSC) pp. 1-9. ISBN 9781665433129. doi:10.1109/WSC52266.2021.9715402 ISSN 0891-7736.
Schneider, Lennart, Pfisterer, Florian, Kent, Paul, Branke, Juergen, Bischl, Bernd and Thomas, Janek (2022) Tackling neural architecture search with quality diversity optimization. In: AutoML-Conf 2022 : 1st International Conference on Automated Machine Learning, Baltimore, US, 25-27 Jul 2022
Groves, Matthew J. and Branke, Juergen (2018) Sequential sampling for noisy optimisation with CMA-ES. In: GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference , Kyoto, Japan , July 15 - 19, 2018 pp. 1023-1030. doi:10.1145/3205455.3205559
Pearce, Michael and Branke, Jürgen (2017) Bayesian simulation optimization with input uncertainty. In: 2017 Winter Simulation Conference (WSC), Las Vegas, NV, USA, 3-6 Dec 2017 pp. 2268-2278. ISBN 9781538634288. doi:10.1109/WSC.2017.8247958 ISSN 1558-4305.
Branke, Jürgen, Groves, Matthew J. and Hildebrandt, Torsten (2016) Evolving control rules for a dual-constrained job scheduling scenario. In: 2016 Winter Simulation Conference, Washington DC, USA, 11-14 Dec 2016. Published in: WSC '16: Proceedings of the 2016 Winter Simulation Conference pp. 2568-2579. ISBN 9781509044849. doi:10.5555/3042094.3042415
van Lon, Rinde R.S., Holvoet, Tom, Vanden Berghe, Greet, Wenseleers, Tom and Branke, Jürgen (2012) Evolutionary synthesis of multi-agent systems for dynamic dial-a-ride problems. In: GECCO Companion '12 , Philadelphia, USA, 7-11 July 2012. Published in: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion ISBN 9781450311786. doi:10.1145/2330784.2330832
Kazmi, Nayyar A., Koster, Arie M. C. A. and Branke, Jürgen (2012) Formulations and algorithms for the multi-path selection problem in network routing. In: 4th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), St Petersburg, Russia, 3-5 Oct. 2012. Published in: International Congress on Ultra Modern Telecommunications and Control Systems and Workshops pp. 738-744. ISBN 9781467320160. doi:10.1109/ICUMT.2012.6459762 ISSN 2157-0221.
Branke, Jürgen and Elomari, Jawad Asem (2012) Meta-optimization for parameter tuning with a flexible computing budget. In: 14th International Conference on Genetic and Evolutionary Computation, Philadelphia, USA, 7-11 July 2012. Published in: GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation pp. 1245-1252. ISBN 9781450311779. doi:10.1145/2330163.2330336
LaPorte, G. Jake, Branke, Jürgen and Chen, Chun-Hung (2012) Optimal computing budget allocation for small computing budgets. In: 2012 Winter Simulation Conference, WSC 2012, Berlin, Germany, 9-12 Dec 2012. Published in: Proceedings of the 2012 Winter Simulation Conference (WSC) pp. 1-13. doi:10.1109/WSC.2012.6465085
Branke, Jürgen, Greco, S., Slowinski, R. and Zielniewicz, P. (2010) Interactive evolutionary multiobjective optimization driven by robust ordinal regression. In: 1st Polish-German Workshop on Research Cooperation in Computer Science, Krakow, Poland, June 15, 2009. Published in: Bulletin of the Polish Academy of Sciences: Technical Sciences, Vol.58 (No.3). pp. 347-358. doi:10.2478/v10175-010-0033-3 ISSN 0239-7528.
Pickardt, Christoph W., Branke, Jürgen, Hildebrandt, Torsten, Heger, Jens and Scholz-Reiter, Bernd (2010) Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness. In: 2010 Winter Simulation Conference, Baltimore, MD, 05-08 Dec 2010 . Published in: Proceedings of the 2010 Winter Simulation Conference (WSC) pp. 2504-2515. doi:10.1109/WSC.2010.5678946 ISSN 0891-7736.
Branke, Jürgen, Greco, Salvatore, Slowinski, Roman and Zielniewicz, Piotr (2009) Interactive evolutionary multiobjective optimization using robust ordinal regression. In: 5th International Conference on Evolutionary Multi-Criterion Optimization, Univ Nantes, Fac Sci, Nantes, France, April 07-10, 2009. Published in: Lecture Notes in Computer Science, Vol.5467 pp. 554-568. ISBN 978-3-642-01019-4. doi:10.1007/978-3-642-01020-0_43 ISSN 0302-9743.
Daum, David A., Deb, Kalyanmoy and Branke, Jürgen (2007) Reliability-based optimization for multiple constraints with evolutionary algorithms. In: IEEE Congress on Evolutionary Computation, Singapore, 25-28 September 2007. Published in: IEEE Transactions on Evolutionary Computation pp. 911-918. doi:10.1109/CEC.2007.4424567 ISSN 1089-778X.
Working or Discussion Paper
Pearce, Michael and Branke, Jürgen (2017) Efficient information collection on portfolios. Working Paper. Coventry: University of Warwick.
Hildebrandt, Torsten and Branke, Jürgen (2014) On using surrogates with genetic programming. Working Paper. Warwick Business School. (Unpublished)
Branke, Jürgen, Avigad, Gideon and Moshaiov, Amiram (2013) Multi-objective worst case optimization by means of evolutionary algorithms. Working Paper. Coventry, UK: WBS, University of Warwick. WBS working papers . (Unpublished)
Book
Bartram, Söhnke M., Branke, Jürgen and Motahari, Mehrshad (2020) Artificial intelligence in asset management. Research Foundation Literature Reviews . Charlottesville (Va.): CFA Institute Research Foundation. ISBN 9781952927027
Branke, Jürgen and Debbattista, K. and Miettinen, R. and Slowinski, R., eds. (2008) Multiobjective optimization : interactive and evolutionary approaches. Lecture notes in computer science, 5252 . Berlin : Springer-Verlag. ISBN 9783540889083
This list was generated on Sun May 12 06:12:53 2024 BST.