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Learning and Intelligent Optimization

10th International Conference, LION 10, Ischia, Italy, May 29 -- June 1, 2016, Revised Selected Papers

  • Paola Festa
  • Meinolf Sellmann
  • Joaquin Vanschoren
Conference proceedings LION 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10079)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10079)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Full Papers

    1. Front Matter
      Pages 1-1
    2. Alejandro Arbelaez, Barry O’Sullivan
      Pages 3-16
    3. Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
      Pages 17-31
    4. Aymeric Blot, Holger H. Hoos, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Heike Trautmann
      Pages 32-47
    5. Laura Climent, Barry O’Sullivan, Steven D. Prestwich
      Pages 75-90
    6. Lars Kotthoff, Ciaran McCreesh, Christine Solnon
      Pages 107-122
    7. Yuri Malitsky, Marius Merschformann, Barry O’Sullivan, Kevin Tierney
      Pages 123-140
    8. Lucien Mousin, Laetitia Jourdan, Marie-Eléonore Kessaci Marmion, Clarisse Dhaenens
      Pages 141-156
    9. Teck-Hou Teng, Stephanus Daniel Handoko, Hoong Chuin Lau
      Pages 187-202
    10. Lin Xu, Ashiqur R. KhudaBukhsh, Holger H. Hoos, Kevin Leyton-Brown
      Pages 203-217
  3. Short Papers

    1. Front Matter
      Pages 219-219
    2. Tommaso Adamo, Tobia Calogiuri, Gianpaolo Ghiani, Antonio Grieco, Emanuela Guerriero, Emanuele Manni
      Pages 221-226
    3. Roberto Amadini, Maurizio Gabbrielli, Jacopo Mauro
      Pages 227-233
    4. Nguyen Thi Thanh Dang, Patrick De Causmaecker
      Pages 234-239
    5. Robinson Duque, Juan Francisco Díaz, Alejandro Arbelaez
      Pages 240-246
    6. Eduardo Lalla-Ruiz, Silvia Schwarze, Stefan Voß
      Pages 247-252
    7. Marius Lindauer, Rolf-David Bergdoll, Frank Hutter
      Pages 253-259
    8. Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang
      Pages 267-273
    9. Marlin W. Ulmer, Stefan Voß
      Pages 274-279
  4. GENOPT Papers

    1. Front Matter
      Pages 281-281
    2. Konstantin Barkalov, Alexander Sysoyev, Ilya Lebedev, Vladislav Sovrasov
      Pages 283-295
    3. Eduardo Segredo, Eduardo Lalla-Ruiz, Emma Hart, Ben Paechter, Stefan Voß
      Pages 296-305
  5. Back Matter
    Pages 307-309

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016.

The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments.

Keywords

algorithm selection discrete mathematics machine learning mathematical optimization meta-learning algorithm configuration black-box optimization clustering combinatorial optimization constraint solving differential evolution dynamic vehicle routing empirical study feature extraction feature selection genetic algorithm machine learning theory meta-heuristics probability and statistics

Editors and affiliations

  • Paola Festa
    • 1
  • Meinolf Sellmann
    • 2
  • Joaquin Vanschoren
    • 3
  1. 1.Univ of Naples Federico IINaplesItaly
  2. 2.Thomas J. Wastson Research CenterYorktown HeightsUSA
  3. 3.Eindhoven University of TechnologyEindhovenThe Netherlands

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-50349-3
  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-50348-6
  • Online ISBN 978-3-319-50349-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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