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  • Conference proceedings
  • © 2017

Learning and Intelligent Optimization

11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10556)

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 2017.

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  • ISBN: 978-3-319-69404-7
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Table of contents (35 papers)

  1. Front Matter

    Pages I-XIII
  2. Long Papers

    1. Front Matter

      Pages 1-1
    2. Test Problems for Parallel Algorithms of Constrained Global Optimization

      • Konstantin Barkalov, Roman Strongin
      Pages 18-33
    3. Automatic Configuration of Kernel-Based Clustering: An Optimization Approach

      • Antonio Candelieri, Ilaria Giordani, Francesco Archetti
      Pages 34-49
    4. A GRASP for the Minimum Cost SAT Problem

      • Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore
      Pages 64-78
    5. A New Local Search for the p-Center Problem Based on the Critical Vertex Concept

      • Daniele Ferone, Paola Festa, Antonio Napoletano, Mauricio G. C. Resende
      Pages 79-92
    6. Learning a Reactive Restart Strategy to Improve Stochastic Search

      • Serdar Kadioglu, Meinolf Sellmann, Markus Wagner
      Pages 109-123
    7. RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization

      • Helena Kotthaus, Jakob Richter, Andreas Lang, Janek Thomas, Bernd Bischl, Peter Marwedel et al.
      Pages 180-195
    8. A New Constructive Heuristic for the No-Wait Flowshop Scheduling Problem

      • Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens
      Pages 196-209
    9. An Experimental Study of Adaptive Capping in irace

      • Leslie Pérez Cáceres, Manuel López-Ibáñez, Holger Hoos, Thomas Stützle
      Pages 235-250
    10. Duality Gap Analysis of Weak Relaxed Greedy Algorithms

      • Sergei P. Sidorov, Sergei V. Mironov
      Pages 251-262

Other Volumes

  1. Learning and Intelligent Optimization

    11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Conference on Learning and Intelligent Optimization, LION 11, held in Nizhny,Novgorod, Russia, in June 2017.

The 20 full papers (among these one GENOPT paper) and 15 short papers presented have been carefully reviewed and selected from 73 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning.

Keywords

  • machine learning
  • mathematical programming
  • global optimization
  • local optimization
  • artificial intellligence
  • metaheuristics
  • design and analysis of algorithms
  • cross-computing tools and techniques
  • software and its engeineering
  • emerging technologies
  • applied mathematics
  • algorithm analysis and problem complexity

Editors and Affiliations

  • University of Trento, Trento, Italy

    Roberto Battiti

  • University of Calabria, Rende, Italy

    Dmitri E. Kvasov, Yaroslav D. Sergeyev

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-69404-7
  • 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 79.99
Price excludes VAT (USA)