2022

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. ISSN 0891-7736. doi:10.1109/WSC52266.2021.9715402

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

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

Pearce , Michael, Policzek, Matthias and Branke, Jürgen (2022) Bayesian optimization allowing for common random numbers. Operations Research . doi:10.1287/opre.2021.2208 (In Press)

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 . (In Press)

2021

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

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

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

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

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

Yazdani, D., Cheng, R. and Branke, Jürgen (2021) Adaptive control of sub-populations in evolutionary dynamic optimization. IEEE Transactions on Cybernetics . doi:10.1109/TCYB.2020.3036100 (In Press)

2020

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

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

Yazdani, Danial, Omidvar, Mohammad Nabi, Cheng, Ran, Branke, Jürgen, Nguyen, Trung Thanh and Yao, Xin (2020) Benchmarking continuous dynamic optimization : survey and generalized test suite. IEEE Transactions on Cybernetics . doi:10.1109/TCYB.2020.3011828 (In Press)

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

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

2019

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

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

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

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

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

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

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

2018

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

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

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

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

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

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

2017

Branke, Jürgen, Corrente, Salvatore, Greco, Salvatore and Gutjahr, Walter (2017) Efficient pairwise preference elicitation allowing for indifference. Computers & Operations Research, 88 . pp. 175-186.

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

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

Pearce, Michael and Branke, Jürgen (2017) Efficient information collection on portfolios. Working Paper. Coventry: University of Warwick.

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. ISSN 1558-4305. doi:10.1109/WSC.2017.8247958

2016

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

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

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:doi:10.18609/cgti.2016.027

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

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.

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

2015

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

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

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

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

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

2014

Hildebrandt, Torsten and Branke, Jürgen (2014) On using surrogates with genetic programming. Working Paper. Warwick Business School. (Unpublished)

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

2013

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

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

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)

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

2012

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

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

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. ISSN 2157-0221. doi:10.1109/ICUMT.2012.6459762

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

2011

Branke, Jürgen (2011) Artificial societies. In: Sammut, Claude and Webb, Geoffrey I., (eds.) Encyclopedia of machine learning. Springer reference . New York: Springer. ISBN 9780387301648

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

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

2010

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

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. ISSN 0239-7528. doi:10.2478/v10175-010-0033-3

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. ISSN 0891-7736. doi:10.1109/WSC.2010.5678946

2009

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

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

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

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. ISSN 0302-9743. doi:10.1007/978-3-642-01020-0_43

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

2008

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

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

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

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

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

2007

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. ISSN 1089-778X. doi:10.1109/CEC.2007.4424567