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Metaheuristics

14th International Conference, MIC 2022, Syracuse, Italy, July 11–14, 2022, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13838)

Conference series link(s): MIC: Metaheuristics International Conference

Conference proceedings info: MIC 2022.

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xiv
  2. A BRKGA with Implicit Path-Relinking for the Vehicle Routing Problem with Occasional Drivers and Time Windows

    • Paola Festa, Francesca Guerriero, Mauricio G. C. Resende, Edoardo Scalzo
    Pages 17-29
  3. Metaheuristic Algorithms for UAV Trajectory Optimization in Mobile Networks

    • Valentina Cacchiani, Sara Ceschia, Silvia Mignardi, Chiara Buratti
    Pages 30-44
  4. New Neighborhood Strategies for the Bi-objective Vehicle Routing Problem with Time Windows

    • Clément Legrand, Diego Cattaruzza, Laetitia Jourdan, Marie-Eléonore Kessaci
    Pages 45-60
  5. Tabu Search with Multiple Decision Levels for Solving Heterogeneous Fleet Pollution Routing Problem

    • Bryan F. Salcedo-Moncada, Daniel Morillo-Torres, Gustavo Gatica
    Pages 61-75
  6. A Learning Metaheuristic Algorithm for a Scheduling Application

    • Nazgol Niroumandrad, Nadia Lahrichi, Andrea Lodi
    Pages 76-87
  7. MineReduce-Based Metaheuristic for the Minimum Latency Problem

    • Marcelo Rodrigues de Holanda Maia, Ítalo Santana, Isabel Rosseti, Uéverton dos Santos Souza, Alexandre Plastino
    Pages 88-102
  8. Optimizing Multi-variable Time Series Forecasting Using Metaheuristics

    • Francesco Zito, Vincenzo Cutello, Mario Pavone
    Pages 103-117
  9. Unsupervised Machine Learning for the Quadratic Assignment Problem

    • Thé Van Luong, Éric D. Taillard
    Pages 118-132
  10. On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture

    • Marcos Lupión, N. C. Cruz, B. Paechter, P. M. Ortigosa
    Pages 133-142
  11. Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation

    • Zeki Kuş, Musa Aydın, Berna Kiraz, Burhanettin Can
    Pages 158-171
  12. Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization

    • Takato Kinoshita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi
    Pages 172-186
  13. How a Different Ant Behavior Affects on the Performance of the Whole Colony

    • Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone
    Pages 187-199
  14. Evaluating the Effects of Chaos in Variable Neighbourhood Search

    • Sergio Consoli, José Andrés Moreno Pérez
    Pages 200-214Open Access
  15. A Comparative Analysis of Different Multilevel Approaches for Community Detection

    • Guido Bordonaro, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
    Pages 230-245
  16. Local Search for Integrated Predictive Maintenance and Scheduling in Flow-Shop

    • Andrea Ecoretti, Sara Ceschia, Andrea Schaerf
    Pages 260-273

Other Volumes

  1. Metaheuristics

About this book

This book constitutes the refereed proceedings of the 14th International Conference on Metaheuristics, MIC 2022, held in Syracuse, Italy, in July 2022.

The 48 full papers together with 17 short papers presented were carefully reviewed and selected from 72 submissions. The papers detail metaheuristic techniques.

Chapter “Evaluating the Effects of Chaos in Variable Neighbourhood Search” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Editors and Affiliations

  • University of Udine, Udine, Italy

    Luca Di Gaspero

  • University of Napoli - Federico II, Napoli, Italy

    Paola Festa

  • University of Paris Est, Paris, France

    Amir Nakib

  • University of Catania, Catania, Italy

    Mario Pavone

Bibliographic Information

  • Book Title: Metaheuristics

  • Book Subtitle: 14th International Conference, MIC 2022, Syracuse, Italy, July 11–14, 2022, Proceedings

  • Editors: Luca Di Gaspero, Paola Festa, Amir Nakib, Mario Pavone

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-26504-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-26503-7Published: 23 February 2023

  • eBook ISBN: 978-3-031-26504-4Published: 22 February 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 571

  • Number of Illustrations: 32 b/w illustrations, 102 illustrations in colour

  • Topics: Theory of Computation, Computational Mathematics and Numerical Analysis, Artificial Intelligence, Computer Applications

Buy it now

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access