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Recent Advances in Soft Computing

Proceedings of the 22nd International Conference on Soft Computing (MENDEL 2016) held in Brno, Czech Republic, at June 8-10, 2016

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Radek Matoušek

    1. Department of Applied Computer Science, Institute of Automation and Computer Science, Faculty of Mechanical Engineering, Brno University of Technology, Brno, Czech Republic

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  • Present latest research and recent advances in Soft Computing
  • Results of the 22nd International Conference on Soft Computing, held at June 8-10 2016 in Brno, Czech Republic
  • Includes recent research in application and convergence of the areas of Soft Computing, Evolutionary Computing, Fuzzy Logic, Neural Networks
  • Includes supplementary material: sn.pub/extras
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 576)

Included in the following conference series:

Conference proceedings info: ICSC-MENDEL 2016.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Evolutionary Computing, Swarm Intelligence, Metaheuristics

    1. Front Matter

      Pages 1-1
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    2. A Multilevel Genetic Algorithm for the Maximum Constraint Satisfaction Problem

      • Noureddine Bouhmala, Halvard Sanness Helgen, Knut Morten Mathisen
      Pages 3-15

    3. Models and Simulations of Queueing Systems

      • Miloš Šeda, Jindřiška Šedová, Miroslav Horký
      Pages 16-25

    4. Influence of Random Number Generators on GPA-ES Algorithm Efficiency

      • Tomas Brandejsky
      Pages 26-33

    5. Genetic Algorithm Based Random Selection-Rule Creation for Ontology Building

      • Henrihs Gorskis, Arkady Borisov, Ludmila Aleksejeva
      Pages 34-45

    6. Improving Artificial Fish Swarm Algorithm by Applying Group Escape Behavior of Fish

      • Seyed Hosein Iranmanesh, Fahimeh Tanhaie, Masoud Rabbani
      Pages 46-54

    7. Genetic Programming Algorithm Creating and Assembling Subtrees for Making Analytical Functions

      • Tomáš Cádrik, Marián Mach
      Pages 55-63

    8. Comparison of Parallel Linear Genetic Programming Implementations

      • David Grochol, Lukas Sekanina
      Pages 64-76

    9. Hybridization of Multi-chaotic Dynamics and Adaptive Control Parameter Adjusting jDE Strategy

      • Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Zuzana Kominkova Oplatkova
      Pages 77-87

    10. Geometric Particle Swarm Optimization and Reservoir Computing for Solar Power Forecasting

      • Sebastián Basterrech
      Pages 88-97

    11. WalkSAT Based-Learning Automata for MAX-SAT

      • N. Bouhmala, M. Oseland, Ø. Brådland
      Pages 98-110

    12. A Self-adaptive Artificial Bee Colony Algorithm with Incremental Population Size for Large Scale Optimization

      • Doğan Aydın, Gürcan Yavuz
      Pages 111-123

  3. Neural Networks, Self-organization, Machine Learning

    1. Front Matter

      Pages 125-125
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    2. Lie Algebra-Valued Bidirectional Associative Memories

      • Călin-Adrian Popa
      Pages 127-135

    3. Guaranteed Training Set for Associative Networks

      • Eva Volna, Martin Kotyrba
      Pages 136-146

    4. Markov Chain for Author Writing Style Profile Construction

      • Pavels Osipovs, Andrejs Rinkevičs, Galina Kuleshova, Arkady Borisov
      Pages 147-157

    5. Predicting Dust Storm Occurrences with Local Linear Neuro Fuzzy Model: A Case Study in Ahvaz City, Iran

      • Hossein Iranmanesh, Mehdi Keshavarz, Majid Abdollahzade
      Pages 158-167

    6. Maximum Traveling Salesman Problem by Adapted Neural Gas

      • Iveta Dirgová Luptáková, Jiří Pospíchal
      Pages 168-175

    7. Conjugate Gradient Algorithms for Quaternion-Valued Neural Networks

      • Călin-Adrian Popa
      Pages 176-185
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Other volumes

  1. Mendel 2015

  2. Recent Advances in Soft Computing

Keywords

About this book

This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing. The Mendel conference was established in 1995 and is named after the scientist and Augustinian priest Gregor J. Mendel who discovered the famous Laws of Heredity. The main aim of the conference is to create a regular possibility for students, academics and researchers to exchange ideas and novel research methods on a yearly basis.

Editors and Affiliations

  • Department of Applied Computer Science, Institute of Automation and Computer Science, Faculty of Mechanical Engineering, Brno University of Technology, Brno, Czech Republic

    Radek Matoušek

About the editor

This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing.

Bibliographic Information

  • Book Title: Recent Advances in Soft Computing

  • Book Subtitle: Proceedings of the 22nd International Conference on Soft Computing (MENDEL 2016) held in Brno, Czech Republic, at June 8-10, 2016

  • Editors: Radek Matoušek

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-58088-3

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-58087-6Published: 21 May 2017

  • eBook ISBN: 978-3-319-58088-3Published: 20 May 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XI, 278

  • Number of Illustrations: 90 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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