Jürgen Thomas Branke
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Jürgen Thomas Brankecomputer-science Degrees
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Computer Science
Jürgen Thomas Branke's Degrees
- PhD Computer Science Karlsruhe Institute of Technology
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(Suggest an Edit or Addition)Jürgen Thomas Branke's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Evolutionary optimization in uncertain environments-a survey (2005) (1547)
- Evolutionary Optimization in Dynamic Environments (2001) (859)
- Memory enhanced evolutionary algorithms for changing optimization problems (1999) (776)
- Adaptive Control Processes (2010) (586)
- Evolutionary dynamic optimization: A survey of the state of the art (2012) (554)
- Multiswarms, exclusion, and anti-convergence in dynamic environments (2006) (530)
- Finding Knees in Multi-objective Optimization (2004) (521)
- Multiobjective Optimization (2008) (513)
- Multi-swarm Optimization in Dynamic Environments (2004) (410)
- A Multi-population Approach to Dynamic Optimization Problems (2000) (348)
- Automated Design of Production Scheduling Heuristics: A Review (2016) (289)
- Guidance in evolutionary multi-objective optimization (2001) (270)
- Applications of Evolutionary Computing (2004) (237)
- Selecting a Selection Procedure (2007) (229)
- Creating Robust Solutions by Means of Evolutionary Algorithms (1998) (226)
- Designing evolutionary algorithms for dynamic optimization problems (2003) (215)
- Reliability-Based Optimization Using Evolutionary Algorithms (2009) (200)
- Towards a generic observer/controller architecture for Organic Computing (2006) (180)
- Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation (2006) (177)
- Portfolio optimization with an envelope-based multi-objective evolutionary algorithm (2009) (168)
- Multiobjective optimization for dynamic environments (2005) (164)
- Particle swarm with speciation and adaptation in a dynamic environment (2006) (154)
- Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization (2013) (148)
- Faster convergence by means of fitness estimation (2005) (145)
- Sequential Sampling to Myopically Maximize the Expected Value of Information (2010) (136)
- Particle Swarms for Dynamic Optimization Problems (2008) (135)
- Waiting Strategies for Dynamic Vehicle Routing (2005) (130)
- Evolutionary generation of dispatching rule sets for complex dynamic scheduling problems (2013) (125)
- Organic Computing – Addressing Complexity by Controlled Self-Organization (2006) (117)
- Parallelizing multi-objective evolutionary algorithms: cone separation (2004) (117)
- Efficient fitness estimation in noisy environments (2001) (117)
- Dynamic Graph Drawing (2001) (115)
- A feasible role of sulfate-reducing bacteria in the termite gut (1996) (111)
- Survey: State of the Art (2002) (109)
- Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization (2008) (108)
- On Using Surrogates with Genetic Programming (2015) (106)
- Observation and Control of Organic Systems (2011) (104)
- Multi-objective particle swarm optimization on computer grids (2007) (102)
- About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization (2006) (97)
- Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations (2015) (90)
- Towards an analysis of dynamic environments (2005) (82)
- Using Choquet integral as preference model in interactive evolutionary multiobjective optimization (2016) (81)
- Learning Value Functions in Interactive Evolutionary Multiobjective Optimization (2015) (74)
- Empirical comparison of MOPSO methods - Guide selection and diversity preservation - (2009) (73)
- Psychrotolerant sulfate-reducing bacteria from an oxic freshwater sediment, description of Desulfovibrio cuneatus sp. nov. and Desulfovibrio litoralis sp. nov. (1998) (70)
- Proceedings of the Workshop on Evolutionary Algorithms for Dynamic Optimization Problems (EvoDOP-2003) held in conjunction with the Genetic and Evolutionary Computation Conference (GECCO-2003), 12 July 2003, Chicago, USA [online] (2003) (67)
- Selection in the Presence of Noise (2003) (67)
- Interactive Multiobjective Evolutionary Algorithms (2008) (65)
- Organic Control of Traffic Lights (2008) (65)
- On performance metrics and particle swarm methods for dynamic multiobjective optimization problems (2007) (64)
- Organic traffic light control for urban road networks (2009) (58)
- Integrating Techniques from Statistical Ranking into Evolutionary Algorithms (2006) (56)
- Reducing the sampling variance when searching for robust solutions (2001) (55)
- Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression (2009) (54)
- Interactive Multiobjective Optimization from a Learning Perspective (2008) (54)
- Organic Traffic Control (2011) (52)
- Particle Swarm Optimization and Sequential Sampling in Noisy Environments (2007) (52)
- Efficient implementation of an active set algorithm for large-scale portfolio selection (2008) (50)
- Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times (2016) (50)
- Sequential Sampling in Noisy Environments (2004) (49)
- Simulated annealing in the presence of noise (2008) (48)
- New developments in ranking and selection: an empirical comparison of the three main approaches (2005) (44)
- Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach (2020) (43)
- Anticipation in Dynamic Optimization: The Scheduling Case (2000) (42)
- Area Under Curve (2020) (42)
- Evolutionary algorithms and multi-objectivization for the travelling salesman problem (2009) (42)
- Setup-oriented dispatching rules – a survey (2012) (42)
- Parallel Problem Solving from Nature – PPSN XIII (2014) (41)
- Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness (2010) (40)
- Improved heuristics and a genetic algorithm for finding short supersequences (1998) (40)
- Decentralised Progressive Signal Systems for Organic Traffic Control (2008) (39)
- The Role of Representations in Dynamic Knapsack Problems (2006) (36)
- Balancing Population- and Individual-Level Adaptation in Changing Environments (2009) (36)
- Interactive evolutionary multiobjective optimization driven by robust ordinal regression (2010) (36)
- Solving the Probabilistic TSP with Ant Colony Optimization (2004) (34)
- New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP (2003) (32)
- Evolutionary synthesis of multi-agent systems for dynamic dial-a-ride problems (2012) (32)
- New Approaches to Coevolutionary Worst-Case Optimization (2008) (32)
- Efficient Evolutionary Algorithms for Searching Robust Solutions (2000) (32)
- A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B (2021) (31)
- Continuous multi-task Bayesian Optimisation with correlation (2018) (30)
- Parallel multi-objective optimization using Master-Slave model on heterogeneous resources (2008) (30)
- Practical Approaches to Multi-Objective Optimization (2005) (30)
- Evolutionary search for difficult problem instances to support the design of job shop dispatching rules (2011) (29)
- Constraint handling in efficient global optimization (2017) (29)
- Embedded evolutionary multi-objective optimization for worst case robustness (2008) (29)
- An Organic Architecture for Traffic Light Controllers (2006) (28)
- Meta-optimization for parameter tuning with a flexible computing budget (2012) (28)
- Evolutionary Algorithms (2014) (27)
- Addressing sampling errors and diversity loss in UMDA (2007) (27)
- Reliability-based optimization for multiple constraints with evolutionary algorithms (2007) (27)
- Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach (2008) (26)
- Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments (2008) (26)
- Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time (2018) (26)
- Diversity as a selection pressure in dynamic environments (2005) (26)
- Optimization in Dynamic Environments (2002) (23)
- Robust Optimization Over Time by Learning Problem Space Characteristics (2019) (23)
- A new myopic sequential sampling algorithm for multi-objective problems (2015) (22)
- A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A (2021) (22)
- Multio-bjective ranking and selection based on hypervolume (2016) (21)
- Distribution of Evolutionary Algorithms in Heterogeneous Networks (2004) (21)
- Optimizing agents with genetic programming: an evaluation of hyper-heuristics in dynamic real-time logistics (2018) (21)
- Multiple surrogate assisted multiobjective optimization using improved pre-selection (2016) (21)
- GECCO 2007: Genetic and Evolutionary Computation Conference (2007) (21)
- Solving the Probabilistic TSP with Ant Colony Optimization (2004) (21)
- Tracking global optima in dynamic environments with efficient global optimization (2015) (21)
- Efficient pairwise preference elicitation allowing for indifference (2017) (21)
- Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities (2018) (21)
- Bayesian simulation optimization with input uncertainty (2017) (21)
- Possibilities and limitations of decentralised traffic control systems (2010) (19)
- An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem (2018) (19)
- New greedy myopic and existing asymptotic sequential selection procedures: preliminary empirical results (2007) (18)
- ACTUATED TRAFFIC SIGNAL OPTIMIZATION USING EVOLUTIONARY ALGORITHMS (2007) (18)
- Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments (2003) (17)
- Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms (2008) (17)
- In search for efficient heuristics for minimum-width graph layering with consideration of dummy nodes (2005) (16)
- Apprenticeship Learning (2010) (16)
- Evolutionary algorithms for dynamic optimization problems: workshop preface (2005) (16)
- Self-Organised Routing for Road Networks (2012) (15)
- Measurement and Control of Self-organised Behaviour in Robot Swarms (2007) (15)
- A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time (2017) (14)
- On the Influence of Phenotype Plasticity on Genotype Diversity (2007) (14)
- Decentralised Route Guidance in Organic Traffic Control (2011) (13)
- Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite (2020) (13)
- Width-restricted layering of acyclic digraphs with consideration of dummy nodes (2002) (13)
- Efficient expected improvement estimation for continuous multiple ranking and selection (2017) (12)
- Changing or keeping solutions in dynamic optimization problems with switching costs (2018) (12)
- Artificial Intelligence in Asset Management (2019) (12)
- New Sampling Strategies When Searching for Robust Solutions (2019) (11)
- Evolutionary design of en-route caching strategies (2007) (11)
- Multi-objective worst case optimization by means of evolutionary algorithms (2013) (11)
- Proceedings of the 12th annual conference on Genetic and evolutionary computation (2010) (11)
- Optimal computing budget allocation for small computing budgets (2012) (11)
- Dynamic scheduling of multi-product continuous biopharmaceutical facilities: A hyper-heuristic framework (2019) (10)
- Evolving En-Route Caching Strategies for the Internet (2004) (10)
- Global Selection Methods for Massively Parallel Computers (1996) (10)
- Top-κ selection with pairwise comparisons (2019) (9)
- A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks (1995) (9)
- Evolutionary Design of Emergent Behavior (2008) (9)
- Efficient Sampling When Searching for Robust Solutions (2016) (9)
- 16S-like rDNA sequence and phylogenetic position of the diplomonad Spironucleus muris (Lavier 1936) (1996) (9)
- Reducing Genetic Drift in Steady State Evolutionary Algorithms (1999) (9)
- A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction (2018) (8)
- Attribute Selection (2010) (8)
- Guest Editorial Special Issue on Evolutionary Computation in the Presence of Uncertainty (2006) (7)
- Optimal Sampling for Simulated Annealing Under Noise (2018) (7)
- Portfolio Selection : How to Integrate Complex Constraints (2005) (7)
- Spirostanol glycoside from the tuber of Ophiopogon japonicus (1995) (7)
- Finding the Trade-off between Robustness and Worst-case Quality (2015) (7)
- A Heuristic for Minimum-Width Graph Layering with Consideration of Dummy Nodes (2004) (7)
- Ant-Based Crossover for Permutation Problems (2003) (6)
- Adaptive System (2010) (6)
- A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production (2017) (6)
- Artificial Societies (2010) (6)
- Evolving control rules for a dual-constrained job scheduling scenario (2016) (6)
- Ant Colony Optimization (2005) (6)
- A Fast Look-ahead Heuristic for the Multi-depot Vehicle Routing Problem (2007) (5)
- ON PARALLELIZING MULTI-TASK BAYESIAN OPTIMIZATION (2018) (5)
- Aspects of Learning in OC Systems (2011) (5)
- Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings (2006) (5)
- Performance measures and particle swarm methods for dynamic multi-objective optimization problems (2007) (5)
- Analysis of coevolution for worst-case optimization (2009) (5)
- Revenue maximization through dynamic pricing under unknown market behaviour (2012) (5)
- Using Indifference Information in Robust Ordinal Regression (2015) (4)
- Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise (2019) (4)
- Efficient solution selection for two-stage stochastic programs (2019) (4)
- Improving Efficiency of Bi-level Worst Case Optimization (2016) (4)
- Editorial: special issue on dynamic optimization problems (2005) (4)
- 04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization (2005) (4)
- Machine Learning for Active Portfolio Management (2021) (4)
- Transport Channel Selection (2006) (4)
- Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures (2022) (3)
- Racing with a Fixed Budget and a Self-Adaptive Significance Level (2013) (3)
- A Unified View on Metaheuristics and Their Hybridization (2005) (3)
- Simultaneous tuning of metaheuristic parameters for various computing budgets (2011) (3)
- Multiobjectivization with NSGA-II on the Noiseless BBOB Testbed (2013) (3)
- 04461 Summary - Practical Approaches to Multi-Criterion Optimization (2005) (3)
- Proceedings of the 2006 international conference on Applications of Evolutionary Computing (2003) (2)
- Task Scheduling Under Gang Constraints (2005) (2)
- Learning Model-Ensemble Policies with Genetic Programming (2015) (2)
- Formulations and algorithms for the multi-path selection problem in network routing (2012) (2)
- Anytime Algorithm (2010) (2)
- Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization (2020) (2)
- Searching for Robust Solutions (2002) (2)
- Coevolutionary Ant Algorithms Playing Games (2002) (2)
- Multi-Objective Zero-Sum Games with Postponed Objective Preferences (2015) (2)
- Worst-case robustness and a related decision support (2008) (2)
- Simulation optimisation: tutorial (2018) (2)
- Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation (2022) (2)
- Applications of Evolutionary Computing: Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC (Lecture Notes in Computer Science) (2005) (2)
- Summary of Part 1 (2002) (1)
- Finding Knees in Bayesian Multi-objective Optimization (2022) (1)
- Agent-Based Simulation Models (2010) (1)
- Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments (2013) (1)
- A Unified Framework for Metaheuristics (2003) (1)
- Simulation Optimisation: Tutorial (2016) (1)
- From Robustness to Flexibility (2002) (1)
- Generalized Moving Peaks Benchmark (2021) (1)
- 09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round) (2009) (1)
- Addressing Change within a Generation (2008) (1)
- Multiobjective Ranking and Selection Using Stochastic Kriging (2022) (1)
- 09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty (2009) (1)
- Sequential sampling for noisy optimisation with CMA-ES (2018) (1)
- Design of Gate Array Circuits Using Evolutionary Algorithms (2008) (1)
- Attribute-Value Learning (2010) (1)
- Proceedings of the 12th annual conference companion on Genetic and evolutionary computation (2010) (1)
- Brief Introduction to Evolutionary Algorithms (2002) (1)
- Analytical Learning (2010) (0)
- Average-Cost Optimization (2010) (0)
- Applications of Evolutionary Computing: EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, ... (Lecture Notes in Computer Science) (2006) (0)
- Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk) (2013) (0)
- Single Interaction Multi-Objective Bayesian Optimization (2022) (0)
- Simulation optimisation: tutorial (2019) (0)
- 06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization (2006) (0)
- Average-Cost Neuro-Dynamic Programming (2010) (0)
- Multiobjective optimization fordynamic environments (2005) (0)
- From Memory to Self-Organization (2002) (0)
- Average-Payoff Reinforcement Learning (2010) (0)
- Associative Bandit Problem (2010) (0)
- Proceedings of the 3rd European conference on Applications of Evolutionary Computing (2005) (0)
- Bayesian Optimization Searching for Robust Solutions (2020) (0)
- 2 Traditional Approach to Interactive Analysis with the Use of Single Objective Metaheuristics (2008) (0)
- 09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty (2009) (0)
- Improving the Scalability of EA Techniques: A Case Study in Clustering (2009) (0)
- Multi-criteria Decision Making under Performance and Preference Uncertainty (2018) (0)
- Robust Optimization Over Time by Estimating Robustness of Promising Regions (2022) (0)
- Constraint Handling in E icient Global Optimization (2017) (0)
- Approximate Dynamic Programming (2011) (0)
- Organic Trac Control (2010) (0)
- Absolute Error Loss (2010) (0)
- Message from ATC 2010/ UIC 2010 general / program chairs (2010) (0)
- Adaptation Cost vs. Solution Quality: Multiple Objectives (2002) (0)
- 6 Evolutionary Design of Emergent Behavior (0)
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