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Learning and Intelligent Optimization

5th International Conference, LION 5, Rome, Italy, January 17-21, 2011, Selected Papers

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Carlos A. Coello Coello

    1. Departmento de Computation, Centro de Investigacion y de Estudios, Avanzados del Instituto Politecnico Nacional (CINVESTAV-IPN), Mexico, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6683)

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

Included in the following conference series:

Conference proceedings info: LION 2011.

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Table of contents (49 papers)

  1. Special Session: LION-PP

    1. Sequential Model-Based Optimization for General Algorithm Configuration

      • Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown
      Pages 507-523

    2. Generalising Algorithm Performance in Instance Space: A Timetabling Case Study

      • Kate Smith-Miles, Leo Lopes
      Pages 524-538

  2. Special Session: Self* EAs

    1. A Hybrid Fish Swarm Optimisation Algorithm for Solving Examination Timetabling Problems

      • Hamza Turabieh, Salwani Abdullah
      Pages 539-551

    2. The Sandpile Mutation Operator for Genetic Algorithms

      • C. M. Fernandes, J. L. J. Laredo, A. M. Mora, A. C. Rosa, J. J. Merelo
      Pages 552-566

    3. Self-adaptation Techniques Applied to Multi-Objective Evolutionary Algorithms

      • Saúl Zapotecas Martínez, Edgar G. Yáñez Oropeza, Carlos A. Coello Coello
      Pages 567-581

    4. Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm

      • J. L. J. Laredo, J. J. Merelo, C. M. Fernandes, A. M. Mora, M. G. Arenas, P. A. Castillo et al.
      Pages 582-585

  3. Special Session: LION-SWAP

    1. EDACC - An Advanced Platform for the Experiment Design, Administration and Analysis of Empirical Algorithms

      • Adrian Balint, Daniel Diepold, Daniel Gall, Simon Gerber, Gregor Kapler, Robert Retz
      Pages 586-599

    2. HAL: A Framework for the Automated Analysis and Design of High-Performance Algorithms

      • Christopher Nell, Chris Fawcett, Holger H. Hoos, Kevin Leyton-Brown
      Pages 600-615

    3. Hyperion – A Recursive Hyper-Heuristic Framework

      • Jerry Swan, Ender Özcan, Graham Kendall
      Pages 616-630

    4. The Cross-Domain Heuristic Search Challenge – An International Research Competition

      • Edmund K. Burke, Michel Gendreau, Matthew Hyde, Graham Kendall, Barry McCollum, Gabriela Ochoa et al.
      Pages 631-634

  4. Back Matter

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  1. Learning and Intelligent Optimization

Keywords

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Learning and Intelligent Optimization, LION 5, held in Rome, Italy, in January 2011. The 32 revised regular and 3 revised short papers were carefully reviewed and selected from a total of 99 submissions. In addition to the contributions to the general track there are 11 full papers and 3 short papers presented at the following four special sessions; IMON: Intelligent Multiobjective OptimizatioN, LION-PP: Performance Prediction Self* EAs: Self-tuning, self-configuring and self-generating evolutionary algorithms LION-SWAP: Software and Applications.

Editors and Affiliations

  • Departmento de Computation, Centro de Investigacion y de Estudios, Avanzados del Instituto Politecnico Nacional (CINVESTAV-IPN), Mexico, Mexico

    Carlos A. Coello Coello

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