Jürgen Branke

Mohammad Sadegh Khorshidi

Amir H. Gandomi

Eduardo C. Garrido-Merchán

CoRR, 2024

2023

Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview.

[BibT_eX]

[DOI]

Bernd Bischl

ACM Trans. Evol. Learn. Optim., December, 2023

Multi-objective optimisation of multifaceted maintenance strategies for wind farms.

[BibT_eX]

[DOI]

Yikai Ma

Wenjuan Zhang

J. Oper. Res. Soc., May, 2023

Robust Optimization Over Time by Estimating Robustness of Promising Regions.

[BibT_eX]

[DOI]

Donya Yazdani

Amir Hossein Gandomi

IEEE Trans. Evol. Comput., 2023

Dynamic multi-period vehicle routing with touting.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2023

Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments.

[BibT_eX]

[DOI]

CoRR, 2023

Bayesian Optimization of Multiple Objectives with Different Latencies.

[BibT_eX]

[DOI]

Jack M. Buckingham

CoRR, 2023

Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks.

[BibT_eX]

[DOI]

George Watkins

Giovanni Montana

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

When to Elicit Preferences in Multi-Objective Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Bayesian Quality Diversity Search with Interactive Illumination.

[BibT_eX]

[DOI]

Paul Kent

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Bayesian Optimization.

[BibT_eX]

[DOI]

Ivo Couckuyt

Bernd Bischl

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Bayesian Optimization Allowing for Common Random Numbers.

[BibT_eX]

[DOI]

Matthias Poloczek

Oper. Res., November, 2022

Bayesian Optimisation vs. Input Uncertainty Reduction.

[BibT_eX]

[DOI]

ACM Trans. Model. Comput. Simul., 2022

Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Efficient computation of the Knowledge Gradient for Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

Multiobjective Ranking and Selection Using Stochastic Kriging.

[BibT_eX]

[DOI]

Eduardo C. Garrido-Merchán

Inneke Van Nieuwenhuyse

CoRR, 2022

Multi-Objective Hyperparameter Optimization - An Overview.

[BibT_eX]

[DOI]

Bernd Bischl

CoRR, 2022

Single Interaction Multi-Objective Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation.

[BibT_eX]

[DOI]

Hemant Kumar Singh

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Finding Knees in Bayesian Multi-objective Optimization.

[BibT_eX]

[DOI]

Arash Heidari

Jixiang Qing

Tom Dhaene

Ivo Couckuyt

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Multi-objective path planning for environmental monitoring using an autonomous surface vehicle.

[BibT_eX]

[DOI]

Federico Peralta

Matthias Poloczek

Daniel Gutiérrez-Reina

Sergio Toral

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A discretization-free metric for assessing quality diversity algorithms.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Bayesian optimization: tutorial.

[BibT_eX]

[DOI]

Ivo Couckuyt

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Tackling Neural Architecture Search With Quality Diversity Optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

Reproducibility in Evolutionary Computation.

[BibT_eX]

[DOI]

Manuel López-Ibáñez

Luís Paquete

ACM Trans. Evol. Learn. Optim., 2021

ACM Transactions on Evolutionary Learning and Optimization Inaugural Issue Editorial.

[BibT_eX]

[DOI]

Darrell Whitley

ACM Trans. Evol. Learn. Optim., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark.

[BibT_eX]

[DOI]

CoRR, 2021

Generalized Moving Peaks Benchmark.

[BibT_eX]

[DOI]

Changhe Li

Michalis Mavrovouniotis

Shengxiang Yang

CoRR, 2021

Bayesian Optimisation for Constrained Problems.

[BibT_eX]

[DOI]

CoRR, 2021

Using Simulation and Artificial Intelligence to Innovate: Are We Getting Even Smarter?

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2021

One step preference elicitation in multi-objective Bayesian optimization.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems.

[BibT_eX]

[DOI]

Evol. Comput., 2020

Exploiting Transitivity for Top-k Selection with Score-Based Dueling Bandits.

[BibT_eX]

[DOI]

CoRR, 2020

BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search.

[BibT_eX]

[DOI]

Paul Kent

CoRR, 2020

Pharmaceutical R & D pipeline management under trial duration uncertainty.

[BibT_eX]

[DOI]

Elvan Gökalp

Comput. Chem. Eng., 2020

Bayesian Optimization Searching for Robust Solutions.

[BibT_eX]

[DOI]

Hoai Phuong Le

Proceedings of the Winter Simulation Conference, 2020

2019

Robust Optimization Over Time by Learning Problem Space Characteristics.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

New Sampling Strategies When Searching for Robust Solutions.

[BibT_eX]

[DOI]

Xin Fei

Nalan Gülpinar

IEEE Trans. Evol. Comput., 2019

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

[BibT_eX]

[DOI]

Wen Zhang

OR Spectr., 2019

Top-<i>κ</i> selection with pairwise comparisons.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2019

Efficient solution selection for two-stage stochastic programs.

[BibT_eX]

[DOI]

Xin Fei

Nalan Gülpinar

Eur. J. Oper. Res., 2019

Dynamic scheduling of multi-product continuous biopharmaceutical facilities: A hyper-heuristic framework.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2019

Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise.

[BibT_eX]

[DOI]

Inneke Van Nieuwenhuyse

Proceedings of the 2019 Winter Simulation Conference, 2019

Bayesian Simulation Optimization with Common Random Numbers.

[BibT_eX]

[DOI]

Matthias Poloczek

Proceedings of the 2019 Winter Simulation Conference, 2019

Simulation optimisation: tutorial.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Optimal Sampling for Simulated Annealing Under Noise.

[BibT_eX]

[DOI]

Robin C. Ball

Stephan Meisel

INFORMS J. Comput., 2018

Optimizing agents with genetic programming: an evaluation of hyper-heuristics in dynamic real-time logistics.

[BibT_eX]

[DOI]

Rinde R. S. van Lon

Tom Holvoet

Genet. Program. Evolvable Mach., 2018

Continuous multi-task Bayesian Optimisation with correlation.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2018

Heuristics for the stochastic dynamic task-resource allocation problem with retry opportunities.

[BibT_eX]

[DOI]

Nalan Gülpinar

Ethem Çanakoglu

Eur. J. Oper. Res., 2018

Algorithms for the multi-objective vehicle routing problem with hard time windows and stochastic travel time and service time.

[BibT_eX]

[DOI]

Douglas Moura Miranda

Samuel Vieira Conceição

Appl. Soft Comput., 2018

On Parallelizing Multi-Task Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Winter Simulation Conference, 2018

Changing or keeping solutions in dynamic optimization problems with switching costs.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Sequential sampling for noisy optimisation with CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2018

An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem.

[BibT_eX]

[DOI]

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017

Artificial Societies.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Efficient Use of Partially Converged Simulations in Evolutionary Optimization.

[BibT_eX]

[DOI]

Kalyan Shankar Bhattacharjee

Md. Asafuddoula

Tapabrata Ray

IEEE Trans. Evol. Comput., 2017

A new lot sizing and scheduling heuristic for multi-site biopharmaceutical production.

[BibT_eX]

[DOI]

Folarin B. Oyebolu

Jeroen van Lidth de Jeude

J. Heuristics, 2017

Efficient pairwise preference elicitation allowing for indifference.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2017

Bayesian simulation optimization with input uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2017 Winter Simulation Conference, 2017

Efficient expected improvement estimation for continuous multiple ranking and selection.

[BibT_eX]

[DOI]

Proceedings of the 2017 Winter Simulation Conference, 2017

Constraint handling in efficient global optimization.

[BibT_eX]

[DOI]

Jonathan E. Fieldsend

Domenico Quagliarella

Karthik Sindhya

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016

Automated Design of Production Scheduling Heuristics: A Review.

[BibT_eX]

[DOI]

Su Nguyen

Christoph W. Pickardt

Mengjie Zhang

IEEE Trans. Evol. Comput., 2016

Using Choquet integral as preference model in interactive evolutionary multiobjective optimization.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2016

Multio-bjective ranking and selection based on hypervolume.

[BibT_eX]

[DOI]

Wen Zhang

Yang Tao

Proceedings of the Winter Simulation Conference, 2016

Evolving control rules for a dual-constrained job scheduling scenario.

[BibT_eX]

[DOI]

Torsten Hildebrandt

Proceedings of the Winter Simulation Conference, 2016

Improving Efficiency of Bi-level Worst Case Optimization.

[BibT_eX]

[DOI]

Ke Lu

Tapabrata Ray

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Efficient Sampling When Searching for Robust Solutions.

[BibT_eX]

[DOI]

Kalyan Shankar Bhattacharjee

Xin Fei

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Multiple surrogate assisted multiobjective optimization using improved pre-selection.

[BibT_eX]

[DOI]

Hemant Kumar Singh

Tapabrata Ray

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Learning Value Functions in Interactive Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

Tracking global optima in dynamic environments with efficient global optimization.

[BibT_eX]

[DOI]

Sergio Morales-Enciso

Eur. J. Oper. Res., 2015

Adaptive Parent Population Sizing in Evolution Strategies.

[BibT_eX]

[DOI]

G. Jake LaPorte

Chun-Hung Chen

Evol. Comput., 2015

On Using Surrogates with Genetic Programming.

[BibT_eX]

[DOI]

Torsten Hildebrandt

Evol. Comput., 2015

Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations.

[BibT_eX]

[DOI]

Torsten Hildebrandt

Bernd Scholz-Reiter

Evol. Comput., 2015

A new myopic sequential sampling algorithm for multi-objective problems.

[BibT_eX]

[DOI]

Wen Zhang

Proceedings of the 2015 Winter Simulation Conference, 2015

Finding the Trade-off between Robustness and Worst-case Quality.

[BibT_eX]

[DOI]

Ke Lu

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Using Indifference Information in Robust Ordinal Regression.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014

Evolutionary Algorithms.

[BibT_eX]

[DOI]

Thomas Bartz-Beielstein

Jörn Mehnen

Olaf Mersmann

WIREs Data Mining Knowl. Discov., 2014

2013

Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization.

[BibT_eX]

[DOI]

Sabine Helwig

IEEE Trans. Evol. Comput., 2013

Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments.

[BibT_eX]

[DOI]

Sergio Morales-Enciso

Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2013), 2013

Racing with a Fixed Budget and a Self-Adaptive Significance Level.

[BibT_eX]

[DOI]

Jawad Elomari

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk).

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012

Evolutionary dynamic optimization: A survey of the state of the art.

[BibT_eX]

[DOI]

Shengxiang Yang

Swarm Evol. Comput., 2012

Optimal computing budget allocation for small computing budgets.

[BibT_eX]

[DOI]

G. Jake LaPorte

Chun-Hung Chen

Proceedings of the Winter Simulation Conference, 2012

Revenue maximization through dynamic pricing under unknown market behaviour.

[BibT_eX]

[DOI]

Sergio Morales-Enciso

Proceedings of the 3rd Student Conference on Operational Research, 2012

Self-Organised Routing for Road Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Nayyar Almas Kazmi

Arie M. C. A. Koster

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.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Meta-optimization for parameter tuning with a flexible computing budget.

[BibT_eX]

[DOI]

Jawad Asem Elomari

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.

[BibT_eX]

[DOI]

Christoph W. Pickardt

Eur. J. Oper. Res., 2011

Decentralised Route Guidance in Organic Traffic Control.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2011

Simultaneous tuning of metaheuristic parameters for various computing budgets.

[BibT_eX]

[DOI]

Jawad Elomari

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Observation and Control of Organic Systems.

[BibT_eX]

[DOI]

Urban Richter

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

Organic Traffic Control.

[BibT_eX]

[DOI]

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

Aspects of Learning in OC Systems.

[BibT_eX]

[DOI]

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

2010

Artificial Societies.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

Sequential Sampling to Myopically Maximize the Expected Value of Information.

[BibT_eX]

[DOI]

INFORMS J. Comput., 2010

Generating dispatching rules for semiconductor manufacturing to minimize weighted tardiness.

[BibT_eX]

[DOI]

Christoph W. Pickardt

Proceedings of the 2010 Winter Simulation Conference, 2010

Possibilities and limitations of decentralised traffic control systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Reliability-Based Optimization Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Organic traffic light control for urban road networks.

[BibT_eX]

[DOI]

Int. J. Auton. Adapt. Commun. Syst., 2009

Portfolio optimization with an envelope-based multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2009

Balancing Population- and Individual-Level Adaptation in Changing Environments.

[BibT_eX]

[DOI]

Ingo Paenke

Adapt. Behav., 2009

Analysis of coevolution for worst-case optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary algorithms and multi-objectivization for the travelling salesman problem.

[BibT_eX]

[DOI]

Martin Jähne

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round).

[BibT_eX]

[DOI]

Daniel E. Salazar Aponte

Shukla Pradymn

El-Ghazali Talbi

Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty.

[BibT_eX]

[DOI]

Barry L. Nelson

Warren Buckler Powell

Thomas J. Santner

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.

[BibT_eX]

[DOI]

Barry L. Nelson

Warren Buckler Powell

Thomas J. Santner

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

Empirical comparison of MOPSO methods - Guide selection and diversity preservation -.

[BibT_eX]

[DOI]

Nikhil Padhye

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Improving the Scalability of EA Techniques: A Case Study in Clustering.

[BibT_eX]

[DOI]

Stefan R. Bach

A. Sima Etaner-Uyar

Proceedings of the Artifical Evolution, 2009

2008

Particle Swarms for Dynamic Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence: Introduction and Applications, 2008

Simulated annealing in the presence of noise.

[BibT_eX]

[DOI]

Stephan Meisel

J. Heuristics, 2008

Efficient implementation of an active set algorithm for large-scale portfolio selection.

[BibT_eX]

[DOI]

Michael Stein

Comput. Oper. Res., 2008

Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach.

[BibT_eX]

[DOI]

Richard Allmendinger

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Decentralised Progressive Signal Systems for Organic Traffic Control.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

New Approaches to Coevolutionary Worst-Case Optimization.

[BibT_eX]

[DOI]

Johanna Rosenbusch

Proceedings of the Parallel Problem Solving from Nature, 2008

Embedded evolutionary multi-objective optimization for worst case robustness.

[BibT_eX]

[DOI]

Gideon Avigad

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Interactive Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Andrzej Jaszkiewicz

Proceedings of the Multiobjective Optimization, 2008

Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Optimization, 2008

Interactive Multiobjective Optimization from a Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Optimization, 2008

Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Parallel multi-objective optimization using Master-Slave model on heterogeneous resources.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Organic Control of Traffic Lights.

[BibT_eX]

[DOI]

Proceedings of the Autonomic and Trusted Computing, 5th International Conference, 2008

Design of Gate Array Circuits Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Architecture of Computing Systems, 2008

Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Problem Solving from Nature, 2008

Evolutionary Design of Emergent Behavior.

[BibT_eX]

[DOI]

Proceedings of the Organic Computing, 2008

2007

Selecting a Selection Procedure.

[BibT_eX]

[DOI]

Manag. Sci., 2007

Evolutionary design of en-route caching strategies.

[BibT_eX]

[DOI]

Pablo Funes

Frederik Thiele

Appl. Soft Comput., 2007

New greedy myopic and existing asymptotic sequential selection procedures: preliminary empirical results.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2007

A Fast Look-ahead Heuristic for the Multi-depot Vehicle Routing Problem.

[BibT_eX]

[DOI]

Markus Withopf

Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007

Multi-objective particle swarm optimization on computer grids.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Performance measures and particle swarm methods for dynamic multi-objective optimization problems.

[BibT_eX]

[DOI]

Michael Kirley

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Addressing sampling errors and diversity loss in UMDA.

[BibT_eX]

[DOI]

Clemens Lode

Jonathan L. Shapiro

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

On the Influence of Phenotype Plasticity on Genotype Diversity.

[BibT_eX]

[DOI]

Ingo Paenke

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

On performance metrics and particle swarm methods for dynamic multiobjective optimization problems.

[BibT_eX]

[DOI]

Michael Kirley

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Reliability-based optimization for multiple constraints with evolutionary algorithms.

[BibT_eX]

[DOI]

David A. Daum

Kalyanmoy Deb

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Measurement and Control of Self-organised Behaviour in Robot Swarms.

[BibT_eX]

[DOI]

Proceedings of the Architecture of Computing Systems, 2007

Particle Swarm Optimization and Sequential Sampling in Noisy Environments.

[BibT_eX]

[DOI]

Thomas Bartz-Beielstein

Daniel Blum

Proceedings of the Metaheuristics, 2007

2006

Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.

[BibT_eX]

[DOI]

Ingo Paenke

IEEE Trans. Evol. Comput., 2006

Multiswarms, exclusion, and anti-convergence in dynamic environments.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2006

About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Transport Channel Selection.

[BibT_eX]

[DOI]

Denis Häußler

Proceedings of the Operations Research, 2006

Organic Computing - Addressing Complexity by Controlled Self-Organization.

[BibT_eX]

[DOI]

Moez Mnif

Proceedings of the Leveraging Applications of Formal Methods, 2006

An Organic Architecture for Traffic Light Controllers.

[BibT_eX]

[DOI]

Fabian Rochner

Holger Prothmann

Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Towards a generic observer/controller architecture for Organic Computing.

[BibT_eX]

[DOI]

Urban Richter

Moez Mnif

Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Particle swarm with speciation and adaptation in a dynamic environment.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Integrating Techniques from Statistical Ranking into Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2006

The Role of Representations in Dynamic Knapsack Problems.

[BibT_eX]

[DOI]

Merve Orbayi

Sima Uyar

Proceedings of the Applications of Evolutionary Computing, 2006

06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.

[BibT_eX]

[DOI]

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

2005

A Unified View on Metaheuristics and Their Hybridization.

[BibT_eX]

[DOI]

Michael Stein

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Ant Colony Optimization.

[BibT_eX]

[DOI]

Michael Guntsch

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Waiting Strategies for Dynamic Vehicle Routing.

[BibT_eX]

[DOI]

Transp. Sci., 2005

Evolutionary optimization in uncertain environments-a survey.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

Faster convergence by means of fitness estimation.

[BibT_eX]

[DOI]

Soft Comput., 2005

Editorial: special issue on dynamic optimization problems.

[BibT_eX]

[DOI]

Soft Comput., 2005

In search for efficient heuristics for minimum-width graph layering with consideration of dummy nodes.

[BibT_eX]

[DOI]

Nikola S. Nikolov

Alexandre Tarassov

ACM J. Exp. Algorithmics, 2005

New developments in ranking and selection: an empirical comparison of the three main approaches.

[BibT_eX]

[DOI]

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Evolutionary algorithms for dynamic optimization problems: workshop preface.

[BibT_eX]

[DOI]

Shengxiang Yang

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Diversity as a selection pressure in dynamic environments.

[BibT_eX]

[DOI]

Lam Thu Bui

Hussein A. Abbass

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Towards an analysis of dynamic environments.

[BibT_eX]

[DOI]

Erdem Salihoglu

Sima Uyar

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

04461 Summary - Practical Approaches to Multi-Criterion Optimization.

[BibT_eX]

[DOI]

Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

Multiobjective optimization for dynamic environments.

[BibT_eX]

[DOI]

Lam Thu Bui

Hussein A. Abbass

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Solving the Probabilistic TSP with Ant Colony Optimization.

[BibT_eX]

[DOI]

Michael Guntsch

J. Math. Model. Algorithms, 2004

A Heuristic for Minimum-Width Graph Layering with Consideration of Dummy Nodes.

[BibT_eX]

[DOI]

Alexandre Tarassov

Nikola S. Nikolov

Proceedings of the Experimental and Efficient Algorithms, Third International Workshop, 2004

Sequential Sampling in Noisy Environments.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Finding Knees in Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Distribution of Evolutionary Algorithms in Heterogeneous Networks.

[BibT_eX]

[DOI]

Andreas Kamper

Proceedings of the Genetic and Evolutionary Computation, 2004

Evolving En-Route Caching Strategies for the Internet.

[BibT_eX]

[DOI]

Pablo Funes

Frederik Thiele

Proceedings of the Genetic and Evolutionary Computation, 2004

Multi-swarm Optimization in Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2004

Parallelizing multi-objective evolutionary algorithms: cone separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Evolutionäre Optimierung dynamischer Probleme.

[BibT_eX]

[DOI]

it Inf. Technol., 2003

Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments.

[BibT_eX]

[DOI]

Wei Wang

Proceedings of the Genetic and Evolutionary Computation, 2003

A Unified Framework for Metaheuristics.

[BibT_eX]

[DOI]

Michael Stein

Proceedings of the Genetic and Evolutionary Computation, 2003

Selection in the Presence of Noise.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Ant-Based Crossover for Permutation Problems.

[BibT_eX]

[DOI]

Christiane Barz

Ivesa Behrens

Proceedings of the Genetic and Evolutionary Computation, 2003

New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP.

[BibT_eX]

[DOI]

Michael Guntsch

Proceedings of the Applications of Evolutionary Computing, 2003

2002

Width-restricted layering of acyclic digraphs with consideration of dummy nodes.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2002

Coevolutionary Ant Algorithms Playing Games.

[BibT_eX]

[DOI]

Proceedings of the Ant Algorithms, Third International Workshop, 2002

2000

Anticipation in Dynamic Optimization: The Scheduling Case.

[BibT_eX]

[DOI]

Dirk C. Mattfeld

Proceedings of the Parallel Problem Solving from Nature, 2000

Evolutionäre Optimierung dynamischer Probleme.

[BibT_eX]

[DOI]

Proceedings of the Ausgezeichnete Informatikdissertationen 2000, 2000

Evolutionary optimization in dynamic environments.

[BibT_eX]

PhD thesis, 2000

1999

Reducing Genetic Drift in Steady State Evolutionary Algorithms.

[BibT_eX]

Massimo Cutaia

Heinrich Dold

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Dynamic Graph Drawing.

[BibT_eX]

[DOI]

Proceedings of the Drawing Graphs, 1999

Memory enhanced evolutionary algorithms for changing optimization problems.

[BibT_eX]

[DOI]

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998

Creating Robust Solutions by Means of Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1998

1996

Global Selection Methods for Massively Parallel Computers.

[BibT_eX]

[DOI]

Hans Christian Andersen

Proceedings of the Evolutionary Computing, 1996

1995

A Distributed Genetic Algorithm Improving the Generalization Behavior of Neural Networks.

[BibT_eX]

[DOI]

Udo Kohlmorgen