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  • Conference proceedings
  • © 2009

Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics

Third International Conference, LION 2009 III, Trento, Italy, January 14-18, 2009. Selected Papers

Editors:

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5851)

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 2009.

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Table of contents (19 papers)

  1. Front Matter

  2. Evolutionary Dynamics of Extremal Optimization

    1. Expeditive Extensions of Evolutionary Bayesian Probabilistic Neural Networks

      • Vasileios L. Georgiou, Sonia Malefaki, Konstantinos E. Parsopoulos, Philipos D. Alevizos, Michael N. Vrahatis
      Pages 30-44
    2. Flexible Stochastic Local Search for Haplotype Inference

      • Luca Di Gaspero, Andrea Roli
      Pages 74-88
    3. Position-Guided Tabu Search Algorithm for the Graph Coloring Problem

      • Daniel Cosmin Porumbel, Jin-Kao Hao, Pascale Kuntz
      Pages 148-162
    4. Corridor Selection and Fine Tuning for the Corridor Method

      • Marco Caserta, Stefan Voß
      Pages 163-175
    5. Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms

      • Álvaro Fialho, Luis Da Costa, Marc Schoenauer, Michèle Sebag
      Pages 176-190
    6. Comparison of Coarsening Schemes for Multilevel Graph Partitioning

      • Cédric Chevalier, Ilya Safro
      Pages 191-205
    7. Cooperative Strategies and Reactive Search: A Hybrid Model Proposal

      • Antonio D. Masegosa, Franco Mascia, David Pelta, Mauro Brunato
      Pages 206-220
  3. MALIOB Workshop Papers

    1. Neural Network Pairwise Interaction Fields for Protein Model Quality Assessment

      • Alberto J. M. Martin, Alessandro Vullo, Gianluca Pollastri
      Pages 235-248
    2. Substitution Matrices and Mutual Information Approaches to Modeling Evolution

      • Stephan Kitchovitch, Yuedong Song, Richard van der Wath, Pietro Liò
      Pages 259-272

Other Volumes

  1. Learning and Intelligent Optimization

    Third International Conference, LION 3, Trento, Italy, January 14-18, 2009. Selected Papers

About this book

LION 3, the Third International Conference on Learning and Intelligent Op- mizatioN, was held during January 14–18 in Trento, Italy. The LION series of conferences provides a platform for researchers who are interested in the int- section of e?cient optimization techniques and learning. It is aimed at exploring the boundaries and uncharted territories between machine learning, arti?cial intelligence, mathematical programming and algorithms for hard optimization problems. The considerable interest in the topics covered by LION was re?ected by the overwhelming number of 86 submissions, which almost doubled the 48 subm- sions received for LION’s second edition in December 2007. As in the ?rst two editions, the submissions to LION 3 could be in three formats: (a) original novel and unpublished work for publication in the post-conference proceedings, (b) extended abstracts of work-in-progressor a position statement, and (c) recently submitted or published journal articles for oral presentations. The 86 subm- sions received include 72, ten, and four articles for categories (a), (b), and (c), respectively.

Keywords

  • Variable
  • algorithms
  • evolutionary algorithm
  • heuristics
  • intelligence
  • learning
  • optimization

Editors and Affiliations

  • IRIDIA, CoDE, Université Libre de Bruxelles, Brussels, Belgium

    Thomas Stützle

Bibliographic Information

Buying options

eBook USD 74.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-11169-3
  • 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 99.00
Price excludes VAT (USA)