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  • Conference proceedings
  • © 2008

Learning and Intelligent Optimization

Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5313)

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 2007.

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  • ISBN: 978-3-540-92695-5
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Table of contents (18 papers)

  1. Front Matter

  2. Nested Partitioning for the Minimum Energy Broadcast Problem

    • Sameh Al-Shihabi, Peter Merz, Steffen Wolf
    Pages 1-11
  3. An Adaptive Memory-Based Approach Based on Partial Enumeration

    • Enrico Bartolini, Vittorio Maniezzo, Aristide Mingozzi
    Pages 12-24
  4. Learning While Optimizing an Unknown Fitness Surface

    • Roberto Battiti, Mauro Brunato, Paolo Campigotto
    Pages 25-40
  5. On Effectively Finding Maximal Quasi-cliques in Graphs

    • Mauro Brunato, Holger H. Hoos, Roberto Battiti
    Pages 41-55
  6. Improving the Exploration Strategy in Bandit Algorithms

    • Olivier Caelen, Gianluca Bontempi
    Pages 56-68
  7. Explicit and Emergent Cooperation Schemes for Search Algorithms

    • Teodor Gabriel Crainic, Michel Toulouse
    Pages 95-109
  8. Multiobjective Landscape Analysis and the Generalized Assignment Problem

    • Deon Garrett, Dipankar Dasgupta
    Pages 110-124
  9. Limited-Memory Techniques for Sensor Placement in Water Distribution Networks

    • William E. Hart, Jonathan W. Berry, Erik Boman, Cynthia A. Phillips, Lee Ann Riesen, Jean-Paul Watson
    Pages 125-137
  10. Ant Colony Optimization and the Minimum Spanning Tree Problem

    • Frank Neumann, Carsten Witt
    Pages 153-166
  11. A Vector Assignment Approach for the Graph Coloring Problem

    • Takao Ono, Mutsunori Yagiura, Tomio Hirata
    Pages 167-176
  12. Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications

    • Lale Özbakır, Adil Baykasoğlu, Sinem Kulluk
    Pages 177-191
  13. Evolution of Fitness Functions to Improve Heuristic Performance

    • Stephen Remde, Peter Cowling, Keshav Dahal, Nic Colledge
    Pages 206-219
  14. A Continuous Characterization of Maximal Cliques in k-Uniform Hypergraphs

    • Samuel Rota Bulò, Marcello Pelillo
    Pages 220-233
  15. Back Matter

Other Volumes

  1. Learning and Intelligent Optimization

    Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Learning and Intelligent Optimization, LION 2007 II, held in Trento, Italy, in December 2007.

The 18 revised full papers were carefully reviewed and selected from 48 submissions for inclusion in the book. The papers cover current issues of machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems and are organized in topical sections on improving optimization through learning, variable neighborhood search, insect colony optimization, applications, new paradigms, cliques, stochastic optimization, combinatorial optimization, fitness and landscapes, and particle swarm optimization.

Keywords

  • Artificial intelligence
  • algorithms
  • combinatorial optimization
  • learning
  • machine learning
  • optimization
  • proving
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Dept. Computer Science, University of Bologna, Bologna, Italy

    Vittorio Maniezzo

  • Università degli Studi di Trento, Trento, Italy

    Roberto Battiti

  • Discrete Math and Complex Systems Department, Sandia National Laboratories, Albuquerque, USA

    Jean-Paul Watson

Bibliographic Information

Buying options

eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-540-92695-5
  • 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 84.99
Price excludes VAT (USA)