Eckart Zitzler

Proceedings of the Informatische Bildung zum Verstehen und Gestalten der digitalen Welt, 2017

2012

Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Natural Computing, 2012

Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

Learning in Multiobjective Optimization (Dagstuhl Seminar 12041).

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[DOI]

Dagstuhl Reports, 2012

2011

HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization.

[BibT_eX]

[DOI]

Evol. Comput., 2011

2010

On Set-Based Multiobjective Optimization.

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[DOI]

IEEE Trans. Evol. Comput., 2010

A hierarchical approach to model parameter optimization for developmental systems.

[BibT_eX]

[DOI]

Biosyst., 2010

Integrating decision space diversity into hypervolume-based multiobjective search.

[BibT_eX]

[DOI]

Tamara Ulrich

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Multiobjective Groundwater Management Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

On the Effects of Adding Objectives to Plateau Functions.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications.

[BibT_eX]

[DOI]

Evol. Comput., 2009

A Multiobjective Evolutionary Algorithm for Numerical Parameter Space Characterization of Reaction Diffusion Systems.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2009

Multiobjectivization for parameter estimation: a case-study on the segment polarity network of drosophila.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Articulating user preferences in many-objective problems by sampling the weighted hypervolume.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Genetic Algorithms, 2009

On Using Populations of Sets in Multiobjective Optimization.

[BibT_eX]

[DOI]

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

09041 Abstracts Collection - Hybrid and Robust Approaches to Multiobjective Optimization.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

09041 Summary - Hybrid and Robust Approaches to Multiobjective Optimization.

[BibT_eX]

[DOI]

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

2008

Discovering Trends in Gene Expression Data Using a Hybrid Evolutionary Algorithm.

[BibT_eX]

[DOI]

Algorithmic Oper. Res., 2008

SPAM: Set Preference Algorithm for Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2008

Faster Hypervolume-Based Search Using Monte Carlo Sampling.

[BibT_eX]

[DOI]

Kalyanmoy Deb

Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

Evolutionary multiobjective optimization.

[BibT_eX]

[DOI]

Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Pattern identification in pareto-set approximations.

[BibT_eX]

[DOI]

Tamara Ulrich

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Quality Assessment of Pareto Set Approximations.

[BibT_eX]

[DOI]

Joshua D. Knowles

Proceedings of the Multiobjective Optimization, 2008

On Handling a Large Number of Objectives A Posteriori and During Optimization.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Problem Solving from Nature, 2008

Reducing Bloat in GP with Multiple Objectives.

[BibT_eX]

[DOI]

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

Arturo Hernández Aguirre

Eur. J. Oper. Res., 2007

Do additional objectives make a problem harder?

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Discrimination of metabolic flux profiles using a hybrid evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Modeling the Shoot Apical Meristem in <i>A. thaliana</i> : Parameter Estimation for Spatial Pattern Formation.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2007

The Hypervolume Indicator Revisited: On the Design of Pareto-compliant Indicators Via Weighted Integration.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

Two Decades Of Evolutionary Multi-Criterion Optimization: A Glance Back And A Look Ahead.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

An Evolutionary Algorithm for the Block Stacking Problem.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2007

2006

An efficient, adaptive parameter variation scheme for metaheuristics based on the epsilon-constraint method.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2006

A systematic comparison and evaluation of biclustering methods for gene expression data.

[BibT_eX]

[DOI]

Bioinform., 2006

BicAT: a biclustering analysis toolbox.

[BibT_eX]

[DOI]

Bioinform., 2006

Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Michael Calonder

Proceedings of the Parallel Problem Solving from Nature, 2006

Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem.

[BibT_eX]

[DOI]

Proceedings of the Operations Research, 2006

A Preliminary Study on Handling Uncertainty in Indicator-Based Multiobjective Optimization.

[BibT_eX]

[DOI]

Matthieu Basseur

Proceedings of the Applications of Evolutionary Computing, 2006

2005

Order Preserving Clustering over Multiple Time Course Experiments.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2005

An Adaptive Scheme to Generate the Pareto Front Based on the Epsilon-Constraint Method.

[BibT_eX]

[DOI]

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

Scalable Test Problems for Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multiobjective Optimization, 2005

2004

Running time analysis of multiobjective evolutionary algorithms on pseudo-Boolean functions.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2004

Systematic integration of parameterized local search into evolutionary algorithms.

[BibT_eX]

[DOI]

Neal K. Bambha

IEEE Trans. Evol. Comput., 2004

Running time analysis of evolutionary algorithms on a simplified multiobjective knapsack problem.

[BibT_eX]

[DOI]

Nat. Comput., 2004

Indicator-Based Selection in Multiobjective Search.

[BibT_eX]

[DOI]

Simon Künzli

Proceedings of the Parallel Problem Solving from Nature, 2004

Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms.

[BibT_eX]

[DOI]

Neal K. Bambha

Proceedings of the Genetic and Evolutionary Computation, 2004

An EA framework for biclustering of gene expression data.

[BibT_eX]

[DOI]

Amela Prelic

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A Tutorial on Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Viviane Grunert da Fonseca

Proceedings of the Metaheuristics for Multiobjective Optimisation, 2004

2003

Performance assessment of multiobjective optimizers: an analysis and review.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2003

Evolutionary algorithms for the selection of single nucleotide polymorphisms.

[BibT_eX]

[DOI]

Robert M. Hubley

Viviane Grunert da Fonseca

Jared C. Roach

BMC Bioinform., 2003

PISA: A Platform and Programming Language Independent Interface for Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

2002

Combining Convergence and Diversity in Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Evol. Comput., 2002

Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2002

Why Quality Assessment Of Multiobjective Optimizers Is Difficult.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Archiving With Guaranteed Convergence And Diversity In Multi-objective Optimization.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Scalable multi-objective optimization test problems.

[BibT_eX]

[DOI]

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

Hybrid global/local search strategies for dynamic voltage scaling in embedded multiprocessors.

[BibT_eX]

[DOI]

Neal K. Bambha

Proceedings of the Ninth International Symposium on Hardware/Software Codesign, 2001

Multiobjective genetic programming: reducing bloat using SPEA2.

[BibT_eX]

[DOI]

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Multidimensional Exploration of Software Implementations for DSP Algorithms.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2000

Evolutionary algorithms for the synthesis of embedded software.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2000

Comparison of Multiobjective Evolutionary Algorithms: Empirical Results.

[BibT_eX]

[DOI]

Kalyanmoy Deb

Evol. Comput., 2000

Conflicting Criteria in Embedded System Design.

[BibT_eX]

[DOI]

Michael Eisenring

IEEE Des. Test Comput., 2000

Optimizing the efficiency of parameterized local search within global search: a preliminary study.

[BibT_eX]

[DOI]

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

A unified model for multi-objective evolutionary algorithms with elitism.

[BibT_eX]

[DOI]

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Evolutionary algorithms for multiobjective optimization: methods and applications.

[BibT_eX]

[DOI]

PhD thesis, 1999

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 1999

3D exploration of software schedules for DSP algorithms.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Hardware/Software Codesign, 1999

1998

Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1998

Buffer Memory Optimization in DSP Applications - An Evolutionary Approach.

[BibT_eX]

[DOI]