Jürgen Branke

According to our database1, Jürgen Branke authored at least 150 papers between 1995 and 2019.

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Bibliography

2019
Robust Optimization Over Time by Learning Problem Space Characteristics.
IEEE Trans. Evolutionary Computation, 2019

New Sampling Strategies When Searching for Robust Solutions.
IEEE Trans. Evolutionary Computation, 2019

Identifying efficient solutions via simulation: myopic multi-objective budget allocation for the bi-objective case.
OR Spectrum, 2019

Top-κ selection with pairwise comparisons.
European Journal of Operational Research, 2019

Efficient solution selection for two-stage stochastic programs.
European Journal of Operational Research, 2019

Bayesian Optimization Allowing for Common Random Numbers.
CoRR, 2019

Dynamic scheduling of multi-product continuous biopharmaceutical facilities: A hyper-heuristic framework.
Computers & Chemical Engineering, 2019

Simulation optimisation: tutorial.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Optimal Sampling for Simulated Annealing Under Noise.
INFORMS Journal on Computing, 2018

Optimizing agents with genetic programming: an evaluation of hyper-heuristics in dynamic real-time logistics.
Genetic Programming and Evolvable Machines, 2018

Continuous multi-task Bayesian Optimisation with correlation.
European Journal of Operational Research, 2018

Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities.
European Journal of Operational Research, 2018

Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time.
Appl. Soft Comput., 2018

On Parallelizing Multi-Task Bayesian Optimization.
Proceedings of the 2018 Winter Simulation Conference, 2018

Changing or keeping solutions in dynamic optimization problems with switching costs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Sequential sampling for noisy optimisation with CMA-ES.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction.
Proceedings of the Applications of Evolutionary Computation, 2018

An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
Artificial Societies.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Efficient Use of Partially Converged Simulations in Evolutionary Optimization.
IEEE Trans. Evolutionary Computation, 2017

A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production.
J. Heuristics, 2017

Efficient pairwise preference elicitation allowing for indifference.
Computers & OR, 2017

Bayesian simulation optimization with input uncertainty.
Proceedings of the 2017 Winter Simulation Conference, 2017

Efficient expected improvement estimation for continuous multiple ranking and selection.
Proceedings of the 2017 Winter Simulation Conference, 2017

Constraint handling in efficient global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016
Automated Design of Production Scheduling Heuristics: A Review.
IEEE Trans. Evolutionary Computation, 2016

Using Choquet integral as preference model in interactive evolutionary multiobjective optimization.
European Journal of Operational Research, 2016

Multio-bjective ranking and selection based on hypervolume.
Proceedings of the Winter Simulation Conference, WSC 2016, 2016

Evolving control rules for a dual-constrained job scheduling scenario.
Proceedings of the Winter Simulation Conference, WSC 2016, 2016

Improving Efficiency of Bi-level Worst Case Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Efficient Sampling When Searching for Robust Solutions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Multiple surrogate assisted multiobjective optimization using improved pre-selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Learning Value Functions in Interactive Evolutionary Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2015

Tracking global optima in dynamic environments with efficient global optimization.
European Journal of Operational Research, 2015

Adaptive Parent Population Sizing in Evolution Strategies.
Evolutionary Computation, 2015

On Using Surrogates with Genetic Programming.
Evolutionary Computation, 2015

Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations.
Evolutionary Computation, 2015

A new myopic sequential sampling algorithm for multi-objective problems.
Proceedings of the 2015 Winter Simulation Conference, 2015

Finding the Trade-off between Robustness and Worst-case Quality.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Using Indifference Information in Robust Ordinal Regression.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014
Evolutionary Algorithms.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2014

2013
Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization.
IEEE Trans. Evolutionary Computation, 2013

Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2013), 2013

Racing with a Fixed Budget and a Self-Adaptive Significance Level.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk).
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012
Evolutionary dynamic optimization: A survey of the state of the art.
Swarm and Evolutionary Computation, 2012

Optimal computing budget allocation for small computing budgets.
Proceedings of the Winter Simulation Conference, 2012

Revenue maximization through dynamic pricing under unknown market behaviour.
Proceedings of the 3rd Student Conference on Operational Research, 2012

Self-Organised Routing for Road Networks.
Proceedings of the Self-Organizing Systems - 6th IFIP TC 6 International Workshop, 2012

Formulations and algorithms for the multi-path selection problem in network routing.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Evolutionary synthesis of multi-agent systems for dynamic dial-a-ride problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Meta-optimization for parameter tuning with a flexible computing budget.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Evolutionary search for difficult problem instances to support the design of job shop dispatching rules.
European Journal of Operational Research, 2011

Decentralised Route Guidance in Organic Traffic Control.
Proceedings of the 5th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2011

Simultaneous tuning of metaheuristic parameters for various computing budgets.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Observation and Control of Organic Systems.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Organic Traffic Control.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

Aspects of Learning in OC Systems.
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011

2010
Sequential Sampling to Myopically Maximize the Expected Value of Information.
INFORMS Journal on Computing, 2010

Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness.
Proceedings of the 2010 Winter Simulation Conference, 2010

Possibilities and limitations of decentralised traffic control systems.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Reliability-Based Optimization Using Evolutionary Algorithms.
IEEE Trans. Evolutionary Computation, 2009

Organic traffic light control for urban road networks.
IJAACS, 2009

Portfolio optimization with an envelope-based multi-objective evolutionary algorithm.
European Journal of Operational Research, 2009

Balancing Population- and Individual-Level Adaptation in Changing Environments.
Adaptive Behaviour, 2009

Analysis of coevolution for worst-case optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary algorithms and multi-objectivization for the travelling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round).
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

Empirical comparison of MOPSO methods - Guide selection and diversity preservation -.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Improving the Scalability of EA Techniques: A Case Study in Clustering.
Proceedings of the Artifical Evolution, 2009

2008
Particle Swarms for Dynamic Optimization Problems.
Proceedings of the Swarm Intelligence: Introduction and Applications, 2008

Simulated annealing in the presence of noise.
J. Heuristics, 2008

Efficient implementation of an active set algorithm for large-scale portfolio selection.
Computers & OR, 2008

Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Decentralised Progressive Signal Systems for Organic Traffic Control.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

New Approaches to Coevolutionary Worst-Case Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2008

Embedded evolutionary multi-objective optimization for worst case robustness.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Interactive Multiobjective Evolutionary Algorithms.
Proceedings of the Multiobjective Optimization, 2008

Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008

Interactive Multiobjective Optimization from a Learning Perspective.
Proceedings of the Multiobjective Optimization, 2008

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Parallel multi-objective optimization using Master-Slave model on heterogeneous resources.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Organic Control of Traffic Lights.
Proceedings of the Autonomic and Trusted Computing, 5th International Conference, 2008

Design of Gate Array Circuits Using Evolutionary Algorithms.
Proceedings of the Architecture of Computing Systems, 2008

Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms.
Proceedings of the Multiobjective Problem Solving from Nature, 2008

Evolutionary Design of Emergent Behavior.
Proceedings of the Organic Computing, 2008

2007
Selecting a Selection Procedure.
Management Science, 2007

Evolutionary design of en-route caching strategies.
Appl. Soft Comput., 2007

New greedy myopic and existing asymptotic sequential selection procedures: preliminary empirical results.
Proceedings of the Winter Simulation Conference, WSC 2007, 2007

A Fast Look-ahead Heuristic for the Multi-depot Vehicle Routing Problem.
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007

Multi-objective particle swarm optimization on computer grids.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Performance measures and particle swarm methods for dynamic multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Addressing sampling errors and diversity loss in UMDA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

On the Influence of Phenotype Plasticity on Genotype Diversity.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

On performance metrics and particle swarm methods for dynamic multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Reliability-based optimization for multiple constraints with evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Measurement and Control of Self-organised Behaviour in Robot Swarms.
Proceedings of the Architecture of Computing Systems, 2007

Particle Swarm Optimization and Sequential Sampling in Noisy Environments.
Proceedings of the Metaheuristics, 2007

2006
Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.
IEEE Trans. Evolutionary Computation, 2006

Multiswarms, exclusion, and anti-convergence in dynamic environments.
IEEE Trans. Evolutionary Computation, 2006

About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2006

Transport Channel Selection.
Proceedings of the Operations Research, 2006

Organic Computing - Addressing Complexity by Controlled Self-Organization.
Proceedings of the Leveraging Applications of Formal Methods, 2006

An Organic Architecture for Traffic Light Controllers.
Proceedings of the Informatik 2006, 2006

Towards a generic observer/controller architecture for Organic Computing.
Proceedings of the Informatik 2006, 2006

Particle swarm with speciation and adaptation in a dynamic environment.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Integrating Techniques from Statistical Ranking into Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2006

The Role of Representations in Dynamic Knapsack Problems.
Proceedings of the Applications of Evolutionary Computing, 2006

06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 10.12., 2006

2005
A Unified View on Metaheuristics and Their Hybridization.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Ant Colony Optimization.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Waiting Strategies for Dynamic Vehicle Routing.
Transportation Science, 2005

Evolutionary optimization in uncertain environments-a survey.
IEEE Trans. Evolutionary Computation, 2005

Faster convergence by means of fitness estimation.
Soft Comput., 2005

Editorial: special issue on dynamic optimization problems.
Soft Comput., 2005

In search for efficient heuristics for minimum-width graph layering with consideration of dummy nodes.
ACM Journal of Experimental Algorithmics, 2005

New developments in ranking and selection: an empirical comparison of the three main approaches.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Evolutionary algorithms for dynamic optimization problems: workshop preface.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Diversity as a selection pressure in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Towards an analysis of dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

04461 Summary - Practical Approaches to Multi-Criterion Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

Multiobjective optimization for dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Solving the Probabilistic TSP with Ant Colony Optimization.
J. Math. Model. Algorithms, 2004

A Heuristic for Minimum-Width Graph Layering with Consideration of Dummy Nodes.
Proceedings of the Experimental and Efficient Algorithms, Third International Workshop, 2004

Sequential Sampling in Noisy Environments.
Proceedings of the Parallel Problem Solving from Nature, 2004

Finding Knees in Multi-objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2004

Distribution of Evolutionary Algorithms in Heterogeneous Networks.
Proceedings of the Genetic and Evolutionary Computation, 2004

Evolving En-Route Caching Strategies for the Internet.
Proceedings of the Genetic and Evolutionary Computation, 2004

Multi-swarm Optimization in Dynamic Environments.
Proceedings of the Applications of Evolutionary Computing, 2004

Parallelizing multi-objective evolutionary algorithms: cone separation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Evolutionäre Optimierung dynamischer Probleme.
it - Information Technology, 2003

Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments.
Proceedings of the Genetic and Evolutionary Computation, 2003

A Unified Framework for Metaheuristics.
Proceedings of the Genetic and Evolutionary Computation, 2003

Selection in the Presence of Noise.
Proceedings of the Genetic and Evolutionary Computation, 2003

Ant-Based Crossover for Permutation Problems.
Proceedings of the Genetic and Evolutionary Computation, 2003

New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP.
Proceedings of the Applications of Evolutionary Computing, 2003

2002
Width-restricted layering of acyclic digraphs with consideration of dummy nodes.
Inf. Process. Lett., 2002

Coevolutionary Ant Algorithms Playing Games.
Proceedings of the Ant Algorithms, Third International Workshop, 2002

2000
Anticipation in Dynamic Optimization: The Scheduling Case.
Proceedings of the Parallel Problem Solving from Nature, 2000

Evolutionary optimization in dynamic environments.
PhD thesis, 2000

1999
Reducing Genetic Drift in Steady State Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Dynamic Graph Drawing.
Proceedings of the Drawing Graphs, 1999

1998
Creating Robust Solutions by Means of Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1998

1996
Global Selection Methods for Massively Parallel Computers.
Proceedings of the Evolutionary Computing, 1996

1995
A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks.
Proceedings of the Machine Learning: ECML-95, 1995


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