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  • Conference proceedings
  • © 2019

Learning and Intelligent Optimization

12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11353)

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 12 2018.

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  • ISBN: 978-3-030-05348-2
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Table of contents (40 papers)

  1. Front Matter

    Pages I-XII
  2. A Cooperative Learning Approach for the Quadratic Knapsack Problem

    • Eduardo Lalla-Ruiz, Eduardo Segredo, Stefan Voß
    Pages 31-35
  3. An Improved BTK Algorithm Based on Cell-Like P System with Active Membranes

    • Linlin Jia, Laisheng Xiang, Xiyu Liu
    Pages 36-48
  4. A Simple Algorithmic Proof of the Symmetric Lopsided Lovász Local Lemma

    • Lefteris Kirousis, John Livieratos
    Pages 49-63
  5. A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems

    • Victor Gergel, Konstantin Barkalov, Ilya Lebedev
    Pages 78-81
  6. CAVE: Configuration Assessment, Visualization and Evaluation

    • André Biedenkapp, Joshua Marben, Marius Lindauer, Frank Hutter
    Pages 115-130
  7. An Effective Heuristic for a Single-Machine Scheduling Problem with Family Setups and Resource Constraints

    • Júlio C. S. N. Pinheiro, José E. C. Arroyo, Ricardo G. Tavares
    Pages 141-153
  8. Learning the Quality of Dispatch Heuristics Generated by Automated Programming

    • Andrew J. Parkes, Neema Beglou, Ender Özcan
    Pages 154-158
  9. Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget

    • D. Gaudrie, R. Le Riche, V. Picheny, B. Enaux, V. Herbert
    Pages 175-179
  10. How Grossone Can Be Helpful to Iteratively Compute Negative Curvature Directions

    • Renato De Leone, Giovanni Fasano, Massimo Roma, Yaroslav D. Sergeyev
    Pages 180-183
  11. Exact and Heuristic Approaches for the Longest Common Palindromic Subsequence Problem

    • Marko Djukanovic, Günther R. Raidl, Christian Blum
    Pages 199-214

Other Volumes

  1. Learning and Intelligent Optimization

    12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018.
The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 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

  • artificial intelligence
  • bayesian networks
  • combinatorial mathematics
  • combinatorial optimization
  • computer networks
  • evolutionary algorithms
  • genetic algorithms
  • graph theory
  • heuristic methods
  • learning algorithms
  • metaheuristics
  • problem solving
  • scheduling algorithms
  • scheduling problem
  • search algorithms
  • sensors
  • simulated annealing
  • algorithm analysis and problem complexity
  • data structures

Editors and Affiliations

  • University of Trento, Trento, Italy

    Roberto Battiti, Mauro Brunato

  • Wilfrid Laurier University, Waterloo, Canada

    Ilias Kotsireas

  • University of Florida, Gainesville, USA

    Panos M. Pardalos

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-05348-2
  • 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 89.99
Price excludes VAT (USA)