Jürgen Branke

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 90

Top Venues

CoRR

WSC

IEEE Trans. Evol. Comput.

Eur. J. Oper. Res.

Universität Karlsruhe (PHD)

Education History

Universität Karlsruhe

PHD

Publications

Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. CoRR (2023)
Merve Keskin, Jürgen Branke, Vladimir G. Deineko, Arne K. Strauss
Dynamic multi-period vehicle routing with touting. Eur. J. Oper. Res. 310 (1) (2023)
Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao
Robust Optimization Over Time by Estimating Robustness of Promising Regions. IEEE Trans. Evol. Comput. 27 (3) (2023)
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke, Bernd Bischl
Bayesian Optimization. GECCO Companion (2023)
Juan Ungredda, Jürgen Branke
When to Elicit Preferences in Multi-Objective Bayesian Optimization. GECCO Companion (2023)
Yikai Ma, Wenjuan Zhang, Jürgen Branke
Multi-objective optimisation of multifaceted maintenance strategies for wind farms. J. Oper. Res. Soc. 74 (5) (2023)
Paul Kent, Jürgen Branke
Bayesian Quality Diversity Search with Interactive Illumination. GECCO (2023)
George Watkins, Giovanni Montana, Jürgen Branke
Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks. CoRR (2023)
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, Bernd Bischl
Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview. ACM Trans. Evol. Learn. Optim. 3 (4) (2023)
George Watkins, Giovanni Montana, Jürgen Branke
Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks. LION (2023)
Jack M. Buckingham, Sebastian Rojas-Gonzalez, Jürgen Branke
Bayesian Optimization of Multiple Objectives with Different Latencies. CoRR (2023)
Chen Wang, Hui Ma, Gang Chen, Sven Hartmann, Jürgen Branke
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Danial Yazdani, Ran Cheng, Cheng He, Jürgen Branke
Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Paul Kent, Jürgen Branke, Adam Gaier, Jean-Baptiste Mouret
A discretization-free metric for assessing quality diversity algorithms. GECCO Companion (2022)
Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Optimization Allowing for Common Random Numbers. Oper. Res. 70 (6) (2022)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) (2022)
Lennart Schneider, Florian Pfisterer, Paul Kent, Jürgen Branke, Bernd Bischl, Janek Thomas
Tackling Neural Architecture Search With Quality Diversity Optimization. AutoML (2022)
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
Multiobjective Ranking and Selection Using Stochastic Kriging. CoRR (2022)
Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. IEEE Trans. Cybern. 52 (5) (2022)
Hemant Kumar Singh, Jürgen Branke
Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation. PPSN (2) (2022)
Lennart Schneider, Florian Pfisterer, Paul Kent, Jürgen Branke, Bernd Bischl, Janek Thomas
Tackling Neural Architecture Search With Quality Diversity Optimization. CoRR (2022)
Juan Ungredda, Jürgen Branke, Mariapia Marchi, Teresa Montrone
Single Interaction Multi-Objective Bayesian Optimization. PPSN (1) (2022)
Juan Ungredda, Michael Pearce, Jürgen Branke
Efficient computation of the Knowledge Gradient for Bayesian Optimization. CoRR (2022)
Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutiérrez-Reina, Sergio Toral, Jürgen Branke
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. GECCO Companion (2022)
Juan Ungredda, Michael Pearce, Jürgen Branke
Bayesian Optimisation vs. Input Uncertainty Reduction. ACM Trans. Model. Comput. Simul. 32 (3) (2022)
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, Bernd Bischl
Multi-Objective Hyperparameter Optimization - An Overview. CoRR (2022)
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke
Bayesian optimization: tutorial. GECCO Companion (2022)
Jürgen Branke, Darrell Whitley
ACM Transactions on Evolutionary Learning and Optimization Inaugural Issue Editorial. ACM Trans. Evol. Learn. Optim. 1 (1) (2021)
Manuel López-Ibáñez, Jürgen Branke, Luís Paquete
Reproducibility in Evolutionary Computation. CoRR (2021)
Manuel López-Ibáñez, Jürgen Branke, Luís Paquete
Reproducibility in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. 1 (4) (2021)
Simon J. E. Taylor, Young-Jun Son, Jürgen Branke, Oliver Rose, Susan M. Sanchez
Using Simulation and Artificial Intelligence to Innovate: Are We Getting Even Smarter? WSC (2021)
Juan Ungredda, Mariapia Marchi, Teresa Montrone, Jürgen Branke
One Step Preference Elicitation in Multi-Objective Bayesian Optimization. CoRR (2021)
Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Changhe Li, Michalis Mavrovouniotis, Trung Thanh Nguyen, Shengxiang Yang, Xin Yao
Generalized Moving Peaks Benchmark. CoRR (2021)
Mohammad Nabi Omidvar, Danial Yazdani, Jürgen Branke, Xiaodong Li, Shengxiang Yang, Xin Yao
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark. CoRR (2021)
Juan Ungredda, Jürgen Branke, Mariapia Marchi, Teresa Montrone
One step preference elicitation in multi-objective Bayesian optimization. GECCO Companion (2021)
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. IEEE Trans. Evol. Comput. 25 (4) (2021)
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. IEEE Trans. Evol. Comput. 25 (4) (2021)
Juan Ungredda, Jürgen Branke
Bayesian Optimisation for Constrained Problems. CoRR (2021)
Elvan Gökalp, Jürgen Branke
Pharmaceutical R & D pipeline management under trial duration uncertainty. Comput. Chem. Eng. 136 (2020)
Paul Kent, Jürgen Branke
BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search. CoRR (2020)
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. Evol. Comput. 28 (4) (2020)
Hoai Phuong Le, Jürgen Branke
Bayesian Optimization Searching for Robust Solutions. WSC (2020)
Matthew J. Groves, Jürgen Branke
Exploiting Transitivity for Top-k Selection with Score-Based Dueling Bandits. CoRR (2020)
Danial Yazdani, Mohammad Nabi Omidvar, Jürgen Branke, Trung Thanh Nguyen, Xin Yao
Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. IEEE Trans. Evol. Comput. 24 (1) (2020)
Juan Ungredda, Michael Pearce, Jürgen Branke
Bayesian Optimisation vs. Input Uncertainty Reduction. CoRR (2020)
Matthew J. Groves, Jürgen Branke
selection with pairwise comparisons. Eur. J. Oper. Res. 274 (2) (2019)
Xin Fei, Nalan Gülpinar, Jürgen Branke
Efficient solution selection for two-stage stochastic programs. Eur. J. Oper. Res. 277 (3) (2019)
Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Simulation Optimization with Common Random Numbers. WSC (2019)
Folarin B. Oyebolu, Richard Allmendinger, Suzanne S. Farid, Jürgen Branke
Dynamic scheduling of multi-product continuous biopharmaceutical facilities: A hyper-heuristic framework. Comput. Chem. Eng. 125 (2019)
Jürgen Branke, Wen Zhang
Identifying efficient solutions via simulation: myopic multi-objective budget allocation for the bi-objective case. OR Spectr. 41 (3) (2019)
Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Optimization Allowing for Common Random Numbers. CoRR (2019)
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. CoRR (2019)
Xin Fei, Jürgen Branke, Nalan Gülpinar
New Sampling Strategies When Searching for Robust Solutions. IEEE Trans. Evol. Comput. 23 (2) (2019)
Jürgen Branke
Simulation optimisation: tutorial. GECCO (Companion) (2019)
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise. WSC (2019)
Danial Yazdani, Trung Thanh Nguyen, Jürgen Branke
Robust Optimization Over Time by Learning Problem Space Characteristics. IEEE Trans. Evol. Comput. 23 (1) (2019)
Danial Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Trung Thanh Nguyen, Xin Yao
Changing or keeping solutions in dynamic optimization problems with switching costs. GECCO (2018)
Matthew J. Groves, Michael Pearce, Jürgen Branke
On Parallelizing Multi-Task Bayesian Optimization. WSC (2018)
Danial Yazdani, Trung Thanh Nguyen, Jürgen Branke, Jin Wang
A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction. EvoApplications (2018)
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem. Australasian Conference on Artificial Intelligence (2018)
Robin C. Ball, Jürgen Branke, Stephan Meisel
Optimal Sampling for Simulated Annealing Under Noise. INFORMS J. Comput. 30 (1) (2018)
Douglas Moura Miranda, Jürgen Branke, Samuel Vieira Conceição
Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time. Appl. Soft Comput. 70 (2018)
Michael Pearce, Jürgen Branke
Continuous multi-task Bayesian Optimisation with correlation. Eur. J. Oper. Res. 270 (3) (2018)
Jürgen Branke
Simulation optimisation: tutorial. GECCO (Companion) (2018)
Nalan Gülpinar, Ethem Çanakoglu, Jürgen Branke
Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities. Eur. J. Oper. Res. 266 (1) (2018)
Rinde R. S. van Lon, Jürgen Branke, Tom Holvoet
Optimizing agents with genetic programming: an evaluation of hyper-heuristics in dynamic real-time logistics. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Matthew J. Groves, Jürgen Branke
Sequential sampling for noisy optimisation with CMA-ES. GECCO (2018)
Danial Yazdani, Trung Thanh Nguyen, Jürgen Branke, Jin Wang
A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time. EvoApplications (2) (2017)
Michael Pearce, Jürgen Branke
Efficient expected improvement estimation for continuous multiple ranking and selection. WSC (2017)
Folarin B. Oyebolu, Jeroen van Lidth de Jeude, Cyrus Siganporia, Suzanne S. Farid, Richard Allmendinger, Jürgen Branke
A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production. J. Heuristics 23 (4) (2017)
Jürgen Branke, Md. Asafuddoula, Kalyan Shankar Bhattacharjee, Tapabrata Ray
Efficient Use of Partially Converged Simulations in Evolutionary Optimization. IEEE Trans. Evol. Comput. 21 (1) (2017)
Michael Pearce, Jürgen Branke
Bayesian simulation optimization with input uncertainty. WSC (2017)
Samineh Bagheri, Wolfgang Konen, Richard Allmendinger, Jürgen Branke, Kalyanmoy Deb, Jonathan E. Fieldsend, Domenico Quagliarella, Karthik Sindhya
Constraint handling in efficient global optimization. GECCO (2017)
Jürgen Branke, Salvatore Corrente, Salvatore Greco, Walter J. Gutjahr
Efficient pairwise preference elicitation allowing for indifference. Comput. Oper. Res. 88 (2017)
Jürgen Branke, Su Nguyen, Christoph W. Pickardt, Mengjie Zhang
Automated Design of Production Scheduling Heuristics: A Review. IEEE Trans. Evol. Comput. 20 (1) (2016)
Jürgen Branke, Xin Fei
Efficient Sampling When Searching for Robust Solutions. PPSN (2016)
Jürgen Branke
Simulation Optimisation: Tutorial. GECCO (Companion) (2016)
Jürgen Branke, Matthew J. Groves, Torsten Hildebrandt
Evolving control rules for a dual-constrained job scheduling scenario. WSC (2016)
Ke Lu, Jürgen Branke, Tapabrata Ray
Improving Efficiency of Bi-level Worst Case Optimization. PPSN (2016)
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Jürgen Branke
Multiple surrogate assisted multiobjective optimization using improved pre-selection. CEC (2016)
Jürgen Branke, Salvatore Corrente, Salvatore Greco, Roman Slowinski, Piotr Zielniewicz
Using Choquet integral as preference model in interactive evolutionary multiobjective optimization. Eur. J. Oper. Res. 250 (3) (2016)
Jürgen Branke, Wen Zhang, Yang Tao
Multio-bjective ranking and selection based on hypervolume. WSC (2016)
G. Jake LaPorte, Jürgen Branke, Chun-Hung Chen
Adaptive Parent Population Sizing in Evolution Strategies. Evol. Comput. 23 (3) (2015)
Torsten Hildebrandt, Jürgen Branke
On Using Surrogates with Genetic Programming. Evol. Comput. 23 (3) (2015)
Sergio Morales-Enciso, Jürgen Branke
Tracking global optima in dynamic environments with efficient global optimization. Eur. J. Oper. Res. 242 (3) (2015)
Jürgen Branke, Wen Zhang
A new myopic sequential sampling algorithm for multi-objective problems. WSC (2015)
Jürgen Branke, Salvatore Corrente, Salvatore Greco, Walter J. Gutjahr
Using Indifference Information in Robust Ordinal Regression. EMO (2) (2015)
Jürgen Branke, Salvatore Greco, Roman Slowinski, Piotr Zielniewicz
Learning Value Functions in Interactive Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 19 (1) (2015)
Jürgen Branke, Torsten Hildebrandt, Bernd Scholz-Reiter
Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations. Evol. Comput. 23 (2) (2015)
Jürgen Branke, Ke Lu
Finding the Trade-off between Robustness and Worst-case Quality. GECCO (2015)
Thomas Bartz-Beielstein, Jürgen Branke, Jörn Mehnen, Olaf Mersmann
Evolutionary Algorithms. WIREs Data Mining Knowl. Discov. 4 (3) (2014)
Sabine Helwig, Jürgen Branke, Sanaz Mostaghim
Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization. IEEE Trans. Evol. Comput. 17 (2) (2013)
Jürgen Branke
Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk). EMO (2013)
Jürgen Branke, Jawad Elomari
Racing with a Fixed Budget and a Self-Adaptive Significance Level. LION (2013)
Sergio Morales-Enciso, Jürgen Branke
Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments. NICSO (2013)
Jürgen Branke, Jawad Asem Elomari
Meta-optimization for parameter tuning with a flexible computing budget. GECCO (2012)
Trung Thanh Nguyen, Shengxiang Yang, Jürgen Branke
Evolutionary dynamic optimization: A survey of the state of the art. Swarm Evol. Comput. 6 (2012)
G. Jake LaPorte, Jürgen Branke, Chun-Hung Chen
Optimal computing budget allocation for small computing budgets. WSC (2012)
Holger Prothmann, Sven Tomforde, Johannes Lyda, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck
Self-Organised Routing for Road Networks. IWSOS (2012)
Nayyar Almas Kazmi, Arie M. C. A. Koster, Jürgen Branke
Formulations and algorithms for the multi-path selection problem in network routing. ICUMT (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jürgen Branke