Juergen Branke

University of Warwick — United Kingdom

Computer Science · Physical Sciences

28h-index6.1kcitations150works2.12yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(77), Metaheuristic Optimization Algorithms Research(40), Evolutionary Algorithms and Applications(31), Simulation Techniques and Applications(20), Optimal Experimental Design Methods(15)

Publications150 total

Algorithm xxx: EDOLAB, a Platform for Research and Education in Evolutionary Dynamic Optimization
ACM Transactions on Mathematical Software·2025
Learning in Repeated Multi-Objective Stackelberg Games with Payoff Manipulation
Frontiers in artificial intelligence and applications·2025Open Access
Efficient Data Collection for Establishing Practical Identifiability via Active Learning
2025Open Access
Bayesian Optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025Open Access
Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble
arXiv (Cornell University)·2025Open Access
Dynamic pharmaceutical product portfolio management with flexible resource profiles
European Journal of Operational Research·2025· 1 citedOpen Access
Efficiently Establishing Practical Identifiability Via Active Learning
SSRN Electronic Journal·2025Open Access
How much Harder are Indifference Adjustments? An Experiment on the Cognitive Effort in Multi-Criteria Decisions
SSRN Electronic Journal·2025Open Access
Efficient data collection for establishing practical identifiability via active learning
Computational and Structural Biotechnology Journal·2025Open Access
Knowledge Gradient for Multi-objective Bayesian Optimization with Decoupled Evaluations
Lecture notes in computer science·2025Open Access
Bayesian Optimization of Bilevel Problems
arXiv (Cornell University)·2024Open Access
Bi-objective ranking and selection using stochastic kriging
European Journal of Operational Research·2024· 3 citedOpen Access
Ranking and selection with two-stage decision
European Journal of Operational Research·2024· 4 cited
Respecting the limit:Bayesian optimization with a bound on the optimal value
arXiv (Cornell University)·2024Open Access
Identifying the Best Arm in the Presence of Global Environment Shifts
Frontiers in artificial intelligence and applications·2024Open Access
Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling
IEEE Transactions on Evolutionary Computation·2024· 3 citedOpen Access
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
arXiv (Cornell University)·2024Open Access
Genetic programming hyper-heuristic for evolving a maintenance policy for wind farms
Journal of Heuristics·2024· 1 citedOpen Access
Identifying the Best Arm in the Presence of Global Environment Shifts
arXiv (Cornell University)·2024Open Access
Performance Metrics for Multiobjective Optimization Under Noise
IEEE Transactions on Evolutionary Computation·2024· 1 citedOpen Access
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Frequent Co-authors

Trung Thành Nguyễn(4), Michael Pearce(4), Kalyanmoy Deb(3), Hartmut Schmeck(3), Salvatore Greco(3), Arne Strauss(3), Yaochu Jin(2), Shengxiang Yang(2), Salvatore Corrente(2), Roman Słowiński(2), Piotr Zielniewicz(2), Sanaz Mostaghim(2), Mustafa Demirbilek(2), Florian Karl(2), Tobias Pielok(2), Julia Moosbauer(2), Florian Pfisterer(2), Stefan Coors(2), Martin Binder(2), Lennart Schneider(2)