A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks. - Jürgen Branke; Udo Kohlmorgen; Hartmut Schmeck (ECML, 1995)

Global Selection Methods for Massively Parallel Computers. - Jürgen Branke; Hans Christian Andersen; Hartmut Schmeck (Evolutionary Computing, AISB Workshop, 1996)

Creating Robust Solutions by Means of Evolutionary Algorithms. - Jürgen Branke (PPSN, 1998)

Memory enhanced evolutionary algorithms for changing optimization problems. - Jürgen Branke (CEC, 1999)

Dynamic Graph Drawing. - Jürgen Branke (Drawing Graphs, 1999)

Reducing Genetic Drift in Steady State Evolutionary Algorithms. - Jürgen Branke; Massimo Cutaia; Heinrich Dold (GECCO, 1999)

Evolutionary optimization in dynamic environments. - Jürgen Branke (2000)

Evolutionäre Optimierung dynamischer Probleme. - Jürgen Branke (Ausgezeichnete Informatikdissertationen, 2000)

Anticipation in Dynamic Optimization: The Scheduling Case. - Jürgen Branke; Dirk C. Mattfeld (PPSN, 2000)

Coevolutionary Ant Algorithms Playing Games. - Jürgen Branke; Michael Decker; Daniel Merkle; Hartmut Schmeck (Ant Algorithms, 2002)

Width-restricted layering of acyclic digraphs with consideration of dummy nodes. - Jürgen Branke; Stefan Leppert; Martin Middendorf; Peter Eades (Inf. Process. Lett., 2002)

New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP. - Jürgen Branke; Michael Guntsch (EvoWorkshops, 2003)

Ant-Based Crossover for Permutation Problems. - Jürgen Branke; Christiane Barz; Ivesa Behrens (GECCO, 2003)

Selection in the Presence of Noise. - Jürgen Branke; Christian Schmidt 002 (GECCO, 2003)

A Unified Framework for Metaheuristics. - Jürgen Branke; Michael Stein 002; Hartmut Schmeck (GECCO, 2003)

Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments. - Jürgen Branke; Wei Wang (GECCO, 2003)

Evolutionäre Optimierung dynamischer Probleme. - Jürgen Branke (it Inf. Technol., 2003)

Parallelizing multi-objective evolutionary algorithms: cone separation. - Jürgen Branke; Hartmut Schmeck; Kalyanmoy Deb; Reddy S. Maheshwar (IEEE Congress on Evolutionary Computation, 2004)

Multi-swarm Optimization in Dynamic Environments. - Tim Blackwell; Jürgen Branke (EvoWorkshops, 2004)

Evolving En-Route Caching Strategies for the Internet. - Jürgen Branke; Pablo Funes; Frederik Thiele (GECCO (2), 2004)

Distribution of Evolutionary Algorithms in Heterogeneous Networks. - Jürgen Branke; Andreas Kamper; Hartmut Schmeck (GECCO (1), 2004)

Finding Knees in Multi-objective Optimization. - Jürgen Branke; Kalyanmoy Deb; Henning Dierolf; Matthias Osswald (PPSN, 2004)

Sequential Sampling in Noisy Environments. - Jürgen Branke; Christian Schmidt 002 (PPSN, 2004)

A Heuristic for Minimum-Width Graph Layering with Consideration of Dummy Nodes. - Alexandre Tarassov; Nikola S. Nikolov; Jürgen Branke (WEA, 2004)

Solving the Probabilistic TSP with Ant Colony Optimization. - Jürgen Branke; Michael Guntsch (J. Math. Model. Algorithms, 2004)

Multiobjective optimization for dynamic environments. - Lam Thu Bui; Hussein A. Abbass; Jürgen Branke (Congress on Evolutionary Computation, 2005)

04461 Summary - Practical Approaches to Multi-Criterion Optimization. - Jürgen Branke; Kalyanmoy Deb; Kaisa Miettinen; Ralph E. Steuer (Practical Approaches to Multi-Objective Optimization, 2005)

04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization. - Jürgen Branke; Kalyanmoy Deb; Kaisa Miettinen; Ralph E. Steuer (Practical Approaches to Multi-Objective Optimization, 2005)

Towards an analysis of dynamic environments. - Jürgen Branke; Erdem Salihoglu; Sima Uyar (GECCO, 2005)

Diversity as a selection pressure in dynamic environments. - Lam Thu Bui; Jürgen Branke; Hussein A. Abbass (GECCO, 2005)

Evolutionary algorithms for dynamic optimization problems: workshop preface. - Shengxiang Yang; Jürgen Branke (GECCO Workshops, 2005)

New developments in ranking and selection: an empirical comparison of the three main approaches. - Jürgen Branke; Stephen E. Chick; Christian Schmidt 002 (WSC, 2005)

In search for efficient heuristics for minimum-width graph layering with consideration of dummy nodes. - Nikola S. Nikolov; Alexandre Tarassov; Jürgen Branke (ACM J. Exp. Algorithmics, 2005)

Editorial: special issue on dynamic optimization problems. - Jürgen Branke (Soft Comput., 2005)

Faster convergence by means of fitness estimation. - Jürgen Branke; Christian Schmidt 002 (Soft Comput., 2005)

Evolutionary optimization in uncertain environments-a survey. - Yaochu Jin; Jürgen Branke (IEEE Trans. Evol. Comput., 2005)

Waiting Strategies for Dynamic Vehicle Routing. - Jürgen Branke; Martin Middendorf; Guntram Noeth; Maged M. Dessouky (Transp. Sci., 2005)

Ant Colony Optimization. - Jürgen Branke; Michael Guntsch (Handbook of Bioinspired Algorithms and Applications, 2005)

A Unified View on Metaheuristics and Their Hybridization. - Jürgen Branke; Michael Stein 002; Hartmut Schmeck (Handbook of Bioinspired Algorithms and Applications, 2005)

06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization. - Jürgen Branke; Kalyanmoy Deb; Kaisa Miettinen; Roman Slowinski (Practical Approaches to Multi-Objective Optimization, 2006)

The Role of Representations in Dynamic Knapsack Problems. - Jürgen Branke; Merve Orbayi; Sima Uyar (EvoWorkshops, 2006)

Integrating Techniques from Statistical Ranking into Evolutionary Algorithms. - Christian Schmidt 002; Jürgen Branke; Stephen E. Chick (EvoWorkshops, 2006)

Particle swarm with speciation and adaptation in a dynamic environment. - Xiaodong Li 001; Jürgen Branke; Tim Blackwell (GECCO, 2006)

Towards a generic observer/controller architecture for Organic Computing. - Urban Richter; Moez Mnif; Jürgen Branke; Christian Müller-Schloer; Hartmut Schmeck (GI Jahrestagung (1), 2006)

An Organic Architecture for Traffic Light Controllers. - Fabian Rochner; Holger Prothmann; Jürgen Branke; Christian Müller-Schloer; Hartmut Schmeck (GI Jahrestagung (1), 2006)

Organic Computing - Addressing Complexity by Controlled Self-Organization. - Jürgen Branke; Moez Mnif; Christian Müller-Schloer; Holger Prothmann; Urban Richter; Fabian Rochner; Hartmut Schmeck (ISoLA, 2006)

Transport Channel Selection. - Jürgen Branke; Denis Häußler; Christian Schmidt 002 (OR, 2006)

About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization. - Jürgen Branke; Sanaz Mostaghim (PPSN, 2006)

Multiswarms, exclusion, and anti-convergence in dynamic environments. - Tim Blackwell; Jürgen Branke (IEEE Trans. Evol. Comput., 2006)

Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation. - Ingo Paenke; Jürgen Branke; Yaochu Jin (IEEE Trans. Evol. Comput., 2006)

Particle Swarm Optimization and Sequential Sampling in Noisy Environments. - Thomas Bartz-Beielstein; Daniel Blum; Jürgen Branke (Metaheuristics, 2007)

Measurement and Control of Self-organised Behaviour in Robot Swarms. - Moez Mnif; Urban Richter; Jürgen Branke; Hartmut Schmeck; Christian Müller-Schloer (ARCS, 2007)

Reliability-based optimization for multiple constraints with evolutionary algorithms. - David A. Daum; Kalyanmoy Deb; Jürgen Branke (IEEE Congress on Evolutionary Computation, 2007)

On performance metrics and particle swarm methods for dynamic multiobjective optimization problems. - Xiaodong Li 001; Jürgen Branke; Michael Kirley (IEEE Congress on Evolutionary Computation, 2007)

On the Influence of Phenotype Plasticity on Genotype Diversity. - Ingo Paenke; Jürgen Branke; Yaochu Jin (FOCI, 2007)

Addressing sampling errors and diversity loss in UMDA. - Jürgen Branke; Clemens Lode; Jonathan L. Shapiro (GECCO, 2007)

Performance measures and particle swarm methods for dynamic multi-objective optimization problems. - Xiaodong Li 001; Jürgen Branke; Michael Kirley (GECCO, 2007)

Multi-objective particle swarm optimization on computer grids. - Sanaz Mostaghim; Jürgen Branke; Hartmut Schmeck (GECCO, 2007)

A Fast Look-ahead Heuristic for the Multi-depot Vehicle Routing Problem. - Jürgen Branke; Christian Schmidt 002; Markus Withopf (Wirtschaftsinformatik (2), 2007)

New greedy myopic and existing asymptotic sequential selection procedures: preliminary empirical results. - Stephen E. Chick; Jürgen Branke; Christian Schmidt 002 (WSC, 2007)

Evolutionary design of en-route caching strategies. - Jürgen Branke; Pablo Funes; Frederik Thiele (Appl. Soft Comput., 2007)

Selecting a Selection Procedure. - Jürgen Branke; Stephen E. Chick; Christian Schmidt 002 (Manag. Sci., 2007)

Evolutionary Design of Emergent Behavior. - Jürgen Branke; Hartmut Schmeck (Organic Computing, 2008)

Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms. - Lam Thu Bui; Minh Ha Nguyen; Jürgen Branke; Hussein A. Abbass (Multiobjective Problem Solving from Nature, 2008)

Design of Gate Array Circuits Using Evolutionary Algorithms. - Peter Bungert; Sanaz Mostaghim; Hartmut Schmeck; Jürgen Branke (ARCS, 2008)

Organic Control of Traffic Lights. - Holger Prothmann; Fabian Rochner; Sven Tomforde; Jürgen Branke; Christian Müller-Schloer; Hartmut Schmeck (ATC, 2008)

Parallel multi-objective optimization using Master-Slave model on heterogeneous resources. - Sanaz Mostaghim; Jürgen Branke; Andrew Lewis; Hartmut Schmeck (IEEE Congress on Evolutionary Computation, 2008)

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments. - Ian Scriven; David Ireland; Andrew Lewis; Sanaz Mostaghim; Jürgen Branke (IEEE Congress on Evolutionary Computation, 2008)

Interactive Multiobjective Optimization from a Learning Perspective. - Valerie Belton; Jürgen Branke; Petri Eskelinen; Salvatore Greco; Julián Molina Luque; Francisco Ruiz 002; Roman Slowinski (Multiobjective Optimization, 2008)

Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization. - Jürgen Branke (Multiobjective Optimization, 2008)

Interactive Multiobjective Evolutionary Algorithms. - Andrzej Jaszkiewicz; Jürgen Branke (Multiobjective Optimization, 2008)

Embedded evolutionary multi-objective optimization for worst case robustness. - Gideon Avigad; Jürgen Branke (GECCO, 2008)

New Approaches to Coevolutionary Worst-Case Optimization. - Jürgen Branke; Johanna Rosenbusch (PPSN, 2008)

Decentralised Progressive Signal Systems for Organic Traffic Control. - Sven Tomforde; Holger Prothmann; Fabian Rochner; Jürgen Branke; Jörg Hähner; Christian Müller-Schloer; Hartmut Schmeck (SASO, 2008)

Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach. - Richard Allmendinger 001; Xiaodong Li 001; Jürgen Branke (SEAL, 2008)

Efficient implementation of an active set algorithm for large-scale portfolio selection. - Michael Stein 002; Jürgen Branke; Hartmut Schmeck (Comput. Oper. Res., 2008)

Simulated annealing in the presence of noise. - Jürgen Branke; Stephan Meisel; Christian Schmidt 002 (J. Heuristics, 2008)

Particle Swarms for Dynamic Optimization Problems. - Tim Blackwell; Jürgen Branke; Xiaodong Li 001 (Swarm Intelligence, 2008)

Improving the Scalability of EA Techniques: A Case Study in Clustering. - Stefan R. Bach; A. Sima Etaner-Uyar; Jürgen Branke (Artificial Evolution, 2009)

Empirical comparison of MOPSO methods - Guide selection and diversity preservation -. - Nikhil Padhye; Jürgen Branke; Sanaz Mostaghim (IEEE Congress on Evolutionary Computation, 2009)

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty. - Jürgen Branke; Barry L. Nelson; Warren Buckler Powell; Thomas J. Santner (Sampling-based Optimization in the Presence of Uncertainty, 2009)

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty. - Jürgen Branke; Barry L. Nelson; Warren Buckler Powell; Thomas J. Santner (Sampling-based Optimization in the Presence of Uncertainty, 2009)

09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round). - Jörg Fliege; Nicola Beume; Jürgen Branke; Heinrich Braun; Nirupam Chakraborti; Kalyanmoy Deb; Sabine Helwig; Joshua D. Knowles; Martin Middendorf; Sanaz Mostaghim; Silvia Poles; Daniel E. Salazar Aponte; et al. (Hybrid and Robust Approaches to Multiobjective Optimization, 2009)

Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression. - Jürgen Branke; Salvatore Greco; Roman Slowinski; Piotr Zielniewicz (EMO, 2009)

Evolutionary algorithms and multi-objectivization for the travelling salesman problem. - Martin Jähne; Xiaodong Li 001; Jürgen Branke (GECCO, 2009)

Analysis of coevolution for worst-case optimization. - Philipp Stuermer; Anthony Bucci; Jürgen Branke; Pablo Funes; Elena Popovici (GECCO, 2009)

Balancing Population- and Individual-Level Adaptation in Changing Environments. - Ingo Paenke; Yaochu Jin; Jürgen Branke (Adapt. Behav., 2009)

Portfolio optimization with an envelope-based multi-objective evolutionary algorithm. - Jürgen Branke; B. Scheckenbach; Michael Stein 002; Kalyanmoy Deb; Hartmut Schmeck (Eur. J. Oper. Res., 2009)

Organic traffic light control for urban road networks. - Holger Prothmann; Jürgen Branke; Hartmut Schmeck; Sven Tomforde; Fabian Rochner; Jörg Hähner; Christian Müller-Schloer (Int. J. Auton. Adapt. Commun. Syst., 2009)

Reliability-Based Optimization Using Evolutionary Algorithms. - Kalyanmoy Deb; Shubham Gupta; David A. Daum; Jürgen Branke; Abhishek Kumar Mall; Dhanesh Padmanabhan (IEEE Trans. Evol. Comput., 2009)

Possibilities and limitations of decentralised traffic control systems. - Sven Tomforde; Holger Prothmann; Jürgen Branke; Jörg Hähner; Christian Müller-Schloer; Hartmut Schmeck (IJCNN, 2010)

Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness. - Christoph W. Pickardt; Jürgen Branke; Torsten Hildebrandt; Jens Heger; Bernd Scholz-Reiter (WSC, 2010)

Sequential Sampling to Myopically Maximize the Expected Value of Information. - Stephen E. Chick; Jürgen Branke; Christian Schmidt 002 (INFORMS J. Comput., 2010)

Artificial Societies. - Jürgen Branke (Encyclopedia of Machine Learning, 2010)

Aspects of Learning in OC Systems. - Emre Cakar; Nugroho Fredivianus; Jörg Hähner; Jürgen Branke; Christian Müller-Schloer; Hartmut Schmeck (Organic Computing, 2011)

Organic Traffic Control. - Holger Prothmann; Sven Tomforde; Jürgen Branke; Jörg Hähner; Christian Müller-Schloer; Hartmut Schmeck (Organic Computing, 2011)

Observation and Control of Organic Systems. - Sven Tomforde; Holger Prothmann; Jürgen Branke; Jörg Hähner; Moez Mnif; Christian Müller-Schloer; Urban Richter; Hartmut Schmeck (Organic Computing, 2011)

Simultaneous tuning of metaheuristic parameters for various computing budgets. - Jürgen Branke; Jawad Elomari (GECCO (Companion), 2011)

Decentralised Route Guidance in Organic Traffic Control. - Holger Prothmann; Hartmut Schmeck; Sven Tomforde; Johannes Lyda; Jörg Hähner; Christian Müller-Schloer; Jürgen Branke (SASO, 2011)

Evolutionary search for difficult problem instances to support the design of job shop dispatching rules. - Jürgen Branke; Christoph W. Pickardt (Eur. J. Oper. Res., 2011)

Meta-optimization for parameter tuning with a flexible computing budget. - Jürgen Branke; Jawad Asem Elomari (GECCO, 2012)

Evolutionary synthesis of multi-agent systems for dynamic dial-a-ride problems. - Rinde R. S. van Lon; Tom Holvoet; Greet Vanden Berghe; Tom Wenseleers; Jürgen Branke (GECCO (Companion), 2012)

Formulations and algorithms for the multi-path selection problem in network routing. - Nayyar Almas Kazmi; Arie M. C. A. Koster; Jürgen Branke (ICUMT, 2012)

Self-Organised Routing for Road Networks. - Holger Prothmann; Sven Tomforde; Johannes Lyda; Jürgen Branke; Jörg Hähner; Christian Müller-Schloer; Hartmut Schmeck (IWSOS, 2012)

Revenue maximization through dynamic pricing under unknown market behaviour. - Sergio Morales-Enciso; Jürgen Branke (SCOR, 2012)

Optimal computing budget allocation for small computing budgets. - G. Jake LaPorte; Jürgen Branke; Chun-Hung Chen (WSC, 2012)

Evolutionary dynamic optimization: A survey of the state of the art. - Trung Thanh Nguyen 002; Shengxiang Yang; Jürgen Branke (Swarm Evol. Comput., 2012)

Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk). - Jürgen Branke (EMO, 2013)

Racing with a Fixed Budget and a Self-Adaptive Significance Level. - Jürgen Branke; Jawad Elomari (LION, 2013)

Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments. - Sergio Morales-Enciso; Jürgen Branke (NICSO, 2013)

Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization. - Sabine Helwig; Jürgen Branke; Sanaz Mostaghim (IEEE Trans. Evol. Comput., 2013)

Evolutionary Algorithms. - Thomas Bartz-Beielstein; Jürgen Branke; Jörn Mehnen; Olaf Mersmann (WIREs Data Mining Knowl. Discov., 2014)

Using Indifference Information in Robust Ordinal Regression. - Jürgen Branke; Salvatore Corrente; Salvatore Greco; Walter J. Gutjahr (EMO (2), 2015)

Finding the Trade-off between Robustness and Worst-case Quality. - Jürgen Branke; Ke Lu (GECCO, 2015)

A new myopic sequential sampling algorithm for multi-objective problems. - Jürgen Branke; Wen Zhang 014 (WSC, 2015)

Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations. - Jürgen Branke; Torsten Hildebrandt; Bernd Scholz-Reiter (Evol. Comput., 2015)

On Using Surrogates with Genetic Programming. - Torsten Hildebrandt; Jürgen Branke (Evol. Comput., 2015)

Adaptive Parent Population Sizing in Evolution Strategies. - G. Jake LaPorte; Jürgen Branke; Chun-Hung Chen (Evol. Comput., 2015)

Tracking global optima in dynamic environments with efficient global optimization. - Sergio Morales-Enciso; Jürgen Branke (Eur. J. Oper. Res., 2015)

Learning Value Functions in Interactive Evolutionary Multiobjective Optimization. - Jürgen Branke; Salvatore Greco; Roman Slowinski; Piotr Zielniewicz (IEEE Trans. Evol. Comput., 2015)

Multiple surrogate assisted multiobjective optimization using improved pre-selection. - Kalyan Shankar Bhattacharjee; Hemant Kumar Singh; Tapabrata Ray; Jürgen Branke (CEC, 2016)

Efficient Sampling When Searching for Robust Solutions. - Jürgen Branke; Xin Fei (PPSN, 2016)

Improving Efficiency of Bi-level Worst Case Optimization. - Ke Lu; Jürgen Branke; Tapabrata Ray (PPSN, 2016)

Evolving control rules for a dual-constrained job scheduling scenario. - Jürgen Branke; Matthew J. Groves; Torsten Hildebrandt (WSC, 2016)

Multio-bjective ranking and selection based on hypervolume. - Jürgen Branke; Wen Zhang 014; Yang Tao (WSC, 2016)

Using Choquet integral as preference model in interactive evolutionary multiobjective optimization. - Jürgen Branke; Salvatore Corrente; Salvatore Greco; Roman Slowinski; Piotr Zielniewicz (Eur. J. Oper. Res., 2016)

Automated Design of Production Scheduling Heuristics: A Review. - Jürgen Branke; Su Nguyen; Christoph W. Pickardt; Mengjie Zhang 001 (IEEE Trans. Evol. Comput., 2016)

A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time. - Danial Yazdani; Trung Thanh Nguyen 002; Jürgen Branke; Jin Wang 042 (EvoApplications (2), 2017)

Constraint handling in efficient global optimization. - Samineh Bagheri; Wolfgang Konen; Richard Allmendinger 001; Jürgen Branke; Kalyanmoy Deb; Jonathan E. Fieldsend; Domenico Quagliarella; Karthik Sindhya (GECCO, 2017)

Efficient expected improvement estimation for continuous multiple ranking and selection. - Michael Pearce; Jürgen Branke (WSC, 2017)

Bayesian simulation optimization with input uncertainty. - Michael Pearce; Jürgen Branke (WSC, 2017)

Efficient pairwise preference elicitation allowing for indifference. - Jürgen Branke; Salvatore Corrente; Salvatore Greco; Walter J. Gutjahr (Comput. Oper. Res., 2017)

A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production. - Folarin B. Oyebolu; Jeroen van Lidth de Jeude; Cyrus Siganporia; Suzanne S. Farid; Richard Allmendinger 001; Jürgen Branke (J. Heuristics, 2017)

Efficient Use of Partially Converged Simulations in Evolutionary Optimization. - Jürgen Branke; Md. Asafuddoula; Kalyan Shankar Bhattacharjee; Tapabrata Ray (IEEE Trans. Evol. Comput., 2017)

Artificial Societies. - Jürgen Branke (Encyclopedia of Machine Learning and Data Mining, 2017)

An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem. - Jordan MacLachlan; Yi Mei 001; Jürgen Branke; Mengjie Zhang 001 (Australasian Conference on Artificial Intelligence, 2018)

A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction. - Danial Yazdani; Trung Thanh Nguyen 002; Jürgen Branke; Jin Wang 042 (EvoApplications, 2018)

Simulation optimisation: tutorial. - Jürgen Branke (GECCO (Companion), 2018)

Sequential sampling for noisy optimisation with CMA-ES. - Matthew J. Groves; Jürgen Branke (GECCO, 2018)

Changing or keeping solutions in dynamic optimization problems with switching costs. - Danial Yazdani; Jürgen Branke; Mohammad Nabi Omidvar; Trung Thanh Nguyen 002; Xin Yao 001 (GECCO, 2018)

On Parallelizing Multi-Task Bayesian Optimization. - Matthew J. Groves; Michael Pearce; Jürgen Branke (WSC, 2018)

Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time. - Douglas Moura Miranda; Jürgen Branke; Samuel Vieira Conceição (Appl. Soft Comput., 2018)

Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities. - Nalan Gülpinar; Ethem Çanakoglu; Jürgen Branke (Eur. J. Oper. Res., 2018)

Continuous multi-task Bayesian Optimisation with correlation. - Michael Pearce; Jürgen Branke (Eur. J. Oper. Res., 2018)

Optimizing agents with genetic programming: an evaluation of hyper-heuristics in dynamic real-time logistics. - Rinde R. S. van Lon; Jürgen Branke; Tom Holvoet (Genet. Program. Evolvable Mach., 2018)

Optimal Sampling for Simulated Annealing Under Noise. - Robin C. Ball; Jürgen Branke; Stephan Meisel (INFORMS J. Comput., 2018)

Bayesian Simulation Optimization with Common Random Numbers. - Michael Pearce; Matthias Poloczek; Jürgen Branke (WSC, 2019)

Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise. - Sebastian Rojas-Gonzalez; Jürgen Branke; Inneke Van Nieuwenhuyse (WSC, 2019)

Dynamic scheduling of multi-product continuous biopharmaceutical facilities: A hyper-heuristic framework. - Folarin B. Oyebolu; Richard Allmendinger 001; Suzanne S. Farid; Jürgen Branke (Comput. Chem. Eng., 2019)

Efficient solution selection for two-stage stochastic programs. - Xin Fei; Nalan Gülpinar; Jürgen Branke (Eur. J. Oper. Res., 2019)

Top-κ selection with pairwise comparisons. - Matthew J. Groves; Jürgen Branke (Eur. J. Oper. Res., 2019)

Identifying efficient solutions via simulation: myopic multi-objective budget allocation for the bi-objective case. - Jürgen Branke; Wen Zhang 014 (OR Spectr., 2019)

New Sampling Strategies When Searching for Robust Solutions. - Xin Fei; Jürgen Branke; Nalan Gülpinar (IEEE Trans. Evol. Comput., 2019)

Robust Optimization Over Time by Learning Problem Space Characteristics. - Danial Yazdani; Trung Thanh Nguyen 002; Jürgen Branke (IEEE Trans. Evol. Comput., 2019)

Bayesian Optimization Searching for Robust Solutions. - Hoai Phuong Le; Jürgen Branke (WSC, 2020)

Pharmaceutical R & D pipeline management under trial duration uncertainty. - Elvan Gökalp; Jürgen Branke (Comput. Chem. Eng., 2020)

BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search. - Paul Kent; Jürgen Branke (CoRR, 2020)

Exploiting Transitivity for Top-k Selection with Score-Based Dueling Bandits. - Matthew J. Groves; Jürgen Branke (CoRR, 2020)

Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. - Jordan MacLachlan; Yi Mei 001; Jürgen Branke; Mengjie Zhang 001 (Evol. Comput., 2020)

Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. - Danial Yazdani; Mohammad Nabi Omidvar; Jürgen Branke; Trung Thanh Nguyen 002; Xin Yao 001 (IEEE Trans. Evol. Comput., 2020)

One step preference elicitation in multi-objective Bayesian optimization. - Juan Ungredda; Jürgen Branke; Mariapia Marchi; Teresa Montrone (GECCO Companion, 2021)

Using Simulation and Artificial Intelligence to Innovate: Are We Getting Even Smarter? - Simon J. E. Taylor; Young-Jun Son; Jürgen Branke; Oliver Rose; Susan M. Sanchez (WSC, 2021)

Generalized Moving Peaks Benchmark. - Danial Yazdani; Jürgen Branke; Mohammad Nabi Omidvar; Changhe Li; Michalis Mavrovouniotis; Trung Thanh Nguyen 002; Shengxiang Yang; Xin Yao 001 (CoRR, 2021)

Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark. - Mohammad Nabi Omidvar; Danial Yazdani; Jürgen Branke; Xiaodong Li 001; Shengxiang Yang; Xin Yao 001 (CoRR, 2021)

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. - Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2021)

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. - Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2021)

ACM Transactions on Evolutionary Learning and Optimization Inaugural Issue Editorial. - Jürgen Branke; Darrell Whitley (ACM Trans. Evol. Learn. Optim., 2021)

Reproducibility in Evolutionary Computation. - Manuel López-Ibáñez 001; Jürgen Branke; Luís Paquete (ACM Trans. Evol. Learn. Optim., 2021)

Tackling Neural Architecture Search With Quality Diversity Optimization. - Lennart Schneider; Florian Pfisterer; Paul Kent; Jürgen Branke; Bernd Bischl; Janek Thomas (AutoML, 2022)

Bayesian optimization: tutorial. - Ivo Couckuyt; Sebastian Rojas-Gonzalez; Jürgen Branke (GECCO Companion, 2022)

A discretization-free metric for assessing quality diversity algorithms. - Paul Kent; Jürgen Branke; Adam Gaier; Jean-Baptiste Mouret (GECCO Companion, 2022)

Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. - Federico Peralta; Michael Pearce; Matthias Poloczek; Daniel Gutiérrez-Reina; Sergio Toral; Jürgen Branke (GECCO Companion, 2022)

Finding Knees in Bayesian Multi-objective Optimization. - Arash Heidari; Jixiang Qing; Sebastian Rojas-Gonzalez; Jürgen Branke; Tom Dhaene; Ivo Couckuyt (PPSN (1), 2022)

Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation. - Hemant Kumar Singh; Jürgen Branke (PPSN (2), 2022)

Single Interaction Multi-Objective Bayesian Optimization. - Juan Ungredda; Jürgen Branke; Mariapia Marchi; Teresa Montrone (PPSN (1), 2022)

Multi-Objective Hyperparameter Optimization - An Overview. - Florian Karl; Tobias Pielok; Julia Moosbauer; Florian Pfisterer; Stefan Coors; Martin Binder; Lennart Schneider; Janek Thomas; Jakob Richter; Michel Lang; Eduardo C. Garrido-Merchán; Jürgen Branke; et al. (CoRR, 2022)

Multiobjective Ranking and Selection Using Stochastic Kriging. - Sebastian Rojas-Gonzalez; Jürgen Branke; Inneke Van Nieuwenhuyse (CoRR, 2022)

Efficient computation of the Knowledge Gradient for Bayesian Optimization. - Juan Ungredda; Michael Pearce; Jürgen Branke (CoRR, 2022)

Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization. - Danial Yazdani; Ran Cheng; Cheng He 001; Jürgen Branke (IEEE Trans. Cybern., 2022)

Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. - Danial Yazdani; Mohammad Nabi Omidvar; Ran Cheng; Jürgen Branke; Trung Thanh Nguyen 002; Xin Yao 001 (IEEE Trans. Cybern., 2022)

Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures. - Chen Wang 013; Hui Ma 001; Gang Chen 002; Sven Hartmann; Jürgen Branke (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Bayesian Optimisation vs. Input Uncertainty Reduction. - Juan Ungredda; Michael Pearce; Jürgen Branke (ACM Trans. Model. Comput. Simul., 2022)

Bayesian Optimization Allowing for Common Random Numbers. - Michael Pearce; Matthias Poloczek; Jürgen Branke (Oper. Res., 2022)

Bayesian Optimization. - Ivo Couckuyt; Sebastian Rojas-Gonzalez; Jürgen Branke; Bernd Bischl (GECCO Companion, 2023)

Bayesian Quality Diversity Search with Interactive Illumination. - Paul Kent; Jürgen Branke (GECCO, 2023)

When to Elicit Preferences in Multi-Objective Bayesian Optimization. - Juan Ungredda; Jürgen Branke (GECCO Companion, 2023)

Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks. - George Watkins; Giovanni Montana; Jürgen Branke (LION, 2023)

Bayesian Optimization of Multiple Objectives with Different Latencies. - Jack M. Buckingham; Sebastian Rojas-Gonzalez; Jürgen Branke (CoRR, 2023)

Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. - Mai Peng; Zeneng She; Delaram Yazdani; Danial Yazdani; Wenjian Luo; Changhe Li; Jürgen Branke; Trung Thanh Nguyen 002; Amir H. Gandomi; Yaochu Jin; Xin Yao 001 (CoRR, 2023)

Dynamic multi-period vehicle routing with touting. - Merve Keskin; Jürgen Branke; Vladimir G. Deineko; Arne K. Strauss (Eur. J. Oper. Res., 2023)

Robust Optimization Over Time by Estimating Robustness of Promising Regions. - Danial Yazdani; Donya Yazdani; Jürgen Branke; Mohammad Nabi Omidvar; Amir Hossein Gandomi; Xin Yao 001 (IEEE Trans. Evol. Comput., 2023)

Multi-objective optimisation of multifaceted maintenance strategies for wind farms. - Yikai Ma; Wenjuan Zhang; Jürgen Branke (J. Oper. Res. Soc., 2023)

Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview. - Florian Karl; Tobias Pielok; Julia Moosbauer; Florian Pfisterer; Stefan Coors; Martin Binder; Lennart Schneider; Janek Thomas; Jakob Richter; Michel Lang; Eduardo C. Garrido-Merchán; Jürgen Branke; et al. (ACM Trans. Evol. Learn. Optim., 2023)

Identifying the Best Arm in the Presence of Global Environment Shifts. - Phurinut Srisawad; Juergen Branke; Long Tran-Thanh (ECAI, 2024)

Bayesian Optimization. - Juergen Branke; Sebastian Rojas-Gonzalez; Ivo Couckuyt (GECCO Companion, 2024)

Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. - Danial Yazdani; Juergen Branke; Mohammad Sadegh Khorshidi; Mohammad Nabi Omidvar; Xiaodong Li 001; Amir H. Gandomi; Xin Yao 001 (GECCO, 2024)

Decoupled Design of Experiments for Expensive Multi-objective Problems. - Mickaël Binois; Jürgen Branke; Jonathan E. Fieldsend; Robin C. Purshouse (LION, 2024)

Re-use of samples in stochastic annealing. - Robin C. Ball; Juergen Branke; Stephan Meisel (Comput. Oper. Res., 2024)

Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems. - Jack M. Buckingham; Ivo Couckuyt; Juergen Branke (CoRR, 2024)

Respecting the limit:Bayesian optimization with a bound on the optimal value. - Hanyang Wang; Juergen Branke; Matthias Poloczek (CoRR, 2024)

Bayesian Optimization of Bilevel Problems. - Ömer Ekmekcioglu; Nursen Aydin; Juergen Branke (CoRR, 2024)

Bayesian Optimisation for Constrained Problems. - Juan Ungredda; Juergen Branke (ACM Trans. Model. Comput. Simul., 2024)

Robust Optimization Over Time: A Critical Review. - Danial Yazdani; Mohammad Nabi Omidvar; Donya Yazdani; Jürgen Branke; Trung Thanh Nguyen 002; Amir H. Gandomi; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2024)

Genetic programming hyper-heuristic for evolving a maintenance policy for wind farms. - Yikai Ma; Wenjuan Zhang; Juergen Branke (J. Heuristics, 2024)

Knowledge Gradient for Multi-objective Bayesian Optimization with Decoupled Evaluations. - Jack M. Buckingham; Sebastian Rojas-Gonzalez; Juergen Branke (EMO (2), 2025)

Dynamic pharmaceutical product portfolio management with flexible resource profiles. - Xin Fei; Jürgen Branke; Nalan Gülpinar (Eur. J. Oper. Res., 2025)

Bi-objective ranking and selection using stochastic kriging. - Sebastian Rojas-Gonzalez; Juergen Branke; Inneke Van Nieuwenhuyse (Eur. J. Oper. Res., 2025)

Ranking and selection with two-stage decision. - Tianxiang Wang; Jie Xu 004; Juergen Branke; Jian-Qiang Hu; Chun-Hung Chen (Eur. J. Oper. Res., 2025)

Respecting the limit: Bayesian optimization with a bound on the optimal value. - Hanyang Wang; Juergen Branke; Matthias Poloczek (Trans. Mach. Learn. Res., 2025)

Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble. - Hanyang Wang; Juergen Branke; Matthias Poloczek (CoRR, 2025)

Bayesian Optimization for Quality Diversity Search With Coupled Descriptor Functions. - Paul Kent; Adam Gaier; Jean-Baptiste Mouret; Juergen Branke (IEEE Trans. Evol. Comput., 2025)

Learning in Repeated Multi-Objective Stackelberg Games with Payoff Manipulation. - Phurinut Srisawad; Juergen Branke; Long Tran-Thanh (CoRR, 2025)

Performance Metrics for Multiobjective Optimization Under Noise. - Juergen Branke (IEEE Trans. Evol. Comput., 2025)