Skip to main content
SpringerLink
Log in

Evolutionary Multi-Criterion Optimization

First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings

  • Conference proceedings
  • © 2001

Overview

Editors:
  1. Eckart Zitzler

    1. Department of Electrical Engineering Computer Engineering and Networks Laboratory, Swiss Federal Institute of Technology, Zurich, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Lothar Thiele

    1. Department of Electrical Engineering Computer Engineering and Networks Laboratory, Swiss Federal Institute of Technology, Zurich, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Kalyanmoy Deb

    1. Department of Mechanical Engineering Kanpur Genetic Algorithms Laboratory, Indian Institute of Technology, Kanpur, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Carlos Artemio Coello Coello

    1. Electrical Engineering Department,Computer Science Section Av.Instituto Politecnico Nacional No.2508, CINVESTAV-IPN, Mexico City, Mexico

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. David Corne

    1. Department of Computer Science, University of Reading, Whiteknights, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1993)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (49 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. Tutorials

    1. Some Methods for Nonlinear Multi-objective Optimization

      • Kaisa Miettinen
      Pages 1-20

    2. A Short Tutorial on Evolutionary Multiobjective Optimization

      • Carlos A. Coello Coello Coello
      Pages 21-40

  4. Algorithm Improvements

    1. Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence

      • Kalyanmoy Deb, Tushar Goel
      Pages 67-81

    2. Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms

      • Tadahiko Murata, Hisao Ishibuchi, Mitsuo Gen
      Pages 82-95

    3. Adapting Weighted Aggregation for Multiobjective Evolution Strategies

      • Yaochu Jin, Tatsuya Okabe, Bernhard Sendho
      Pages 96-110

    4. Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons

      • K. C. Tan, T. H. Lee, E. F. Khor
      Pages 111-125

    5. A Micro-Genetic Algorithm for Multiobjective Optimization

      • Carlos A. Coello Coello Coello, Gregorio Toscano Pulido
      Pages 126-140

    6. Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions

      • Andrzej Osyczka, Stanislaw Krenich
      Pages 141-153

    7. Multi-objective Optimisation Based on Relation Favour

      • Nicole Drechsler, Rolf Drechsler, Bernd Becker
      Pages 154-166

  5. Performance Assessment and Comparison

    1. Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy

      • Natasa Milickovic, Michael Lahanas, Dimos Baltas, Nikolaos Zamboglou1
      Pages 167-180

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

      • Marco Laumanns, Eckart Zitzler, Lothar Thiele
      Pages 181-196

    3. Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control

      • Thomas Hanne
      Pages 197-212

    4. Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function

      • Viviane Grunert da Fonseca, Carlos M. Fonseca, Andreia O. Hall
      Pages 213-225

    5. A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II

      • Jesse B. Zydallis, David A. Van Veldhuizen, Gary B. Lamont
      Pages 226-240

    6. Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment

      • Andrzej Jaszkiewicz, Maciej Hapke, PaweÅ‚ Kominek
      Pages 241-255

  6. Constraint Handling and Problem Decomposition

    1. An Infeasibility Objective for Use in Constrained Pareto Optimization

      • Jonathan Wright, Heather Loosemore
      Pages 256-268

    2. Reducing Local Optima in Single-Objective Problems by Multi-objectivization

      • Joshua D. Knowles, Richard A. Watson, David W. Corne
      Pages 269-283
Back to top

Keywords

About this book

This book constitutes the refereed proceedings of the First International Conference on Multi-Criterion Optimization, EMO 2001, held in Zurich, Switzerland in March 2001.
The 45 revised full papers presented were carefully reviewed and selected from a total of 87 submissions. Also included are two tutorial surveys and two invited papers. The book is organized in topical sections on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields.

Editors and Affiliations

  • Department of Electrical Engineering Computer Engineering and Networks Laboratory, Swiss Federal Institute of Technology, Zurich, Switzerland

    Eckart Zitzler, Lothar Thiele

  • Department of Mechanical Engineering Kanpur Genetic Algorithms Laboratory, Indian Institute of Technology, Kanpur, India

    Kalyanmoy Deb

  • Electrical Engineering Department,Computer Science Section Av.Instituto Politecnico Nacional No.2508, CINVESTAV-IPN, Mexico City, Mexico

    Carlos Artemio Coello Coello

  • Department of Computer Science, University of Reading, Whiteknights, UK

    David Corne

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation