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  • Conference proceedings
  • © 2011

Learning and Intelligent Optimization

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

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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)

Conference series link(s): LION: International Conference on Learning and Intelligent Optimization

Conference proceedings info: LION 2011.

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  • ISBN: 978-3-642-25566-3
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Table of contents (37 papers)

  1. Front Matter

  2. Pattern Recognition and Data Mining

    1. Comparative Diagnostic Accuracy of Linear and Nonlinear Feature Extraction Methods in a Neuro-oncology Problem

      • Raúl Cruz-Barbosa, David Bautista-Villavicencio, Alfredo Vellido
      Pages 34-41Open Access
    2. Efficient Group of Permutants for Proximity Searching

      • Karina Figueroa Mora, Rodrigo Paredes, Roberto Rangel
      Pages 42-49Open Access
    3. Solving 3-Colouring via 2SAT

      • Guillermo De Ita, César Bautista, Luis C. Altamirano
      Pages 50-59Open Access
  3. Main Track (Regular Papers)

    1. Pareto Autonomous Local Search

      • Nadarajen Veerapen, Frédéric Saubion
      Pages 392-406
    2. Transforming Mathematical Models Using Declarative Reformulation Rules

      • Antonio Frangioni, Luis Perez Sanchez
      Pages 407-422
    3. Continuous Upper Confidence Trees

      • Adrien Couëtoux, Jean-Baptiste Hoock, Nataliya Sokolovska, Olivier Teytaud, Nicolas Bonnard
      Pages 433-445
  4. Main Track (Short Papers)

    1. Local Search for Constrained Financial Portfolio Selection Problems with Short Sellings

      • Luca Di Gaspero, Giacomo di Tollo, Andrea Roli, Andrea Schaerf
      Pages 450-453
    2. Clustering of Local Optima in Combinatorial Fitness Landscapes

      • Gabriela Ochoa, Sébastien Verel, Fabio Daolio, Marco Tomassini
      Pages 454-457
  5. Special Session: IMON

    1. Distribution of Computational Effort in Parallel MOEA/D

      • Juan J. Durillo, Qingfu Zhang, Antonio J. Nebro, Enrique Alba
      Pages 488-502
    2. Multi Objective Genetic Programming for Feature Construction in Classification Problems

      • Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
      Pages 503-506
  6. Special Session: LION-PP

    1. Sequential Model-Based Optimization for General Algorithm Configuration

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

Other Volumes

  1. Learning and Intelligent Optimization

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

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.

Keywords

  • adaptive genetic algorithms
  • evolutionary computation
  • meta-heuristics
  • multi-objective optimization
  • vehicle routing problem
  • algorithm analysis and problem complexity

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

Bibliographic Information

Buying options

eBook USD 99.00
Price excludes VAT (USA)
  • ISBN: 978-3-642-25566-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 129.00
Price excludes VAT (USA)