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Evolutionary Multi-Criterion Optimization

8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. António Gaspar-Cunha

    1. Institute for Polymers and Composites/I3N,University of Minho, Guimaraes, Portugal

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  2. Carlos Henggeler Antunes

    1. Dept. of Electrical and Computer Engg, University of Coimbra, Coimbra, Portugal

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  3. Carlos Coello Coello

    1. CINVESTAV-IPN Depto. de Computacíon, Col. San Pedro Zacatenco, México DF, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9018)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EMO 2015.

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Table of contents (29 papers)

  1. Algorithms

    1. A Bi-level Multiobjective PSO Algorithm

      • Pedro Carrasqueira, Maria João Alves, Carlos Henggeler Antunes
      Pages 263-276

    2. An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems

      • Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
      Pages 277-291

    3. Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization

      • M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
      Pages 292-306

    4. GACO: A Parallel Evolutionary Approach to Multi-objective Scheduling

      • Jarosław Rudy, Dominik Żelazny
      Pages 307-320

    5. Kriging Surrogate Model Enhanced by Coordinate Transformation of Design Space Based on Eigenvalue Decomposition

      • Nobuo Namura, Koji Shimoyama, Shigeru Obayashi
      Pages 321-335

    6. A Parallel Multi-Start NSGA II Algorithm for Multiobjective Energy Reduction Vehicle Routing Problem

      • Iraklis-Dimitrios Psychas, Magdalene Marinaki, Yannis Marinakis
      Pages 336-350

    7. Evolutionary Inference of Attribute-Based Access Control Policies

      • Eric Medvet, Alberto Bartoli, Barbara Carminati, Elena Ferrari
      Pages 351-365

    8. Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization

      • Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
      Pages 366-380

    9. A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem

      • Sophie Jacquin, Lucien Mousin, Igor Machado, El-Ghazali Talbi, Laetitia Jourdan
      Pages 381-395

    10. Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms

      • Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle
      Pages 396-410

    11. Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D

      • Richard A. Gonçalves, Carolina P. Almeida, Aurora Pozo
      Pages 411-425

    12. Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions

      • Ankur Sinha, Pekka Malo, Kalyanmoy Deb
      Pages 426-443

  2. Back Matter

    Pages 445-447
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Other volumes

  1. Evolutionary Multi-Criterion Optimization

  2. Evolutionary Multi-Criterion Optimization

Keywords

About this book

This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2015 held in Guimarães, Portugal in March/April 2015. The 68 revised full papers presented together with 4 plenary talks were carefully reviewed and selected from 90 submissions. The EMO 2015 aims to continue these type of developments, being the papers presented focused in: theoretical aspects, algorithms development, many-objectives optimization, robustness and optimization under uncertainty, performance indicators, multiple criteria decision making and real-world applications.

Editors and Affiliations

  • Institute for Polymers and Composites/I3N,University of Minho, Guimaraes, Portugal

    António Gaspar-Cunha

  • Dept. of Electrical and Computer Engg, University of Coimbra, Coimbra, Portugal

    Carlos Henggeler Antunes

  • CINVESTAV-IPN Depto. de Computacíon, Col. San Pedro Zacatenco, México DF, Mexico

    Carlos Coello Coello

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