Evolutionary Multi-Agent Systems

From Inspirations to Applications

  • Aleksander Byrski
  • Marek Kisiel-Dorohinicki

Part of the Studies in Computational Intelligence book series (SCI, volume 680)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Concept and Formal Model

    1. Front Matter
      Pages 1-1
    2. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 3-29
    3. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 31-55
    4. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 57-105
  3. Design and Implementation

    1. Front Matter
      Pages 107-107
    2. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 109-121
    3. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 123-138
    4. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 139-157
  4. Experimental Results

    1. Front Matter
      Pages 159-159
    2. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 161-182
    3. Aleksander Byrski, Marek Kisiel-Dorohinicki
      Pages 183-194
  5. Back Matter
    Pages 195-210

About this book

Introduction

This book addresses agent-based computing, concentrating in particular on evolutionary multi-agent systems (EMAS), which have been developed since 1996 at the AGH University of Science and Technology in Cracow, Poland. It provides the relevant background information on and a detailed description of this computing paradigm, along with key experimental results.

Readers will benefit from the insightful discussion, which primarily concerns the efficient implementation of computing frameworks for developing EMAS and similar computing systems, as well as a detailed formal model. Theoretical deliberations demonstrating that computing with EMAS always helps to find the optimal solution are also included, rounding out the coverage.

Keywords

Multi-Agent Systems Book Query Optimization Evolutionary Multi-Agent Systems Applications EMAS Intelligent Systems

Authors and affiliations

  • Aleksander Byrski
    • 1
  • Marek Kisiel-Dorohinicki
    • 2
  1. 1.Faculty of Computer Science, Electronics and Telecommunications, Department of Computer ScienceAGH University of Science and TechnologyKrakówPoland
  2. 2.Faculty of Computer Science, Electronics and Telecommunications, Department of Computer ScienceAGH University of Science and TechnologyKrakówPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-51388-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-51387-4
  • Online ISBN 978-3-319-51388-1
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book