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Recent Advances in Soft Computing

Proceedings of 23rd International Conference on Soft Computing (MENDEL 2017) Held in Brno, Czech Republic, June 20-22, 2017

  • Conference proceedings
  • © 2019

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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  • Presents the latest research and recent advances in soft computing
  • Includes the outcomes of the 23rd International Conference on Soft Computing, held in Brno, Czech Republic on June 20-22
  • Features recent research in applications and convergence of the areas of soft computing, evolutionary computing, neural networks and others to address real-world complexities and applications

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 837)

Included in the following conference series:

Conference proceedings info: MENDEL 2017.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xi
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  2. Evolutionary Computing, Swarm Intelligence, Metaheuristics, Optimization

    1. Front Matter

      Pages 1-1
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    2. Solving Sudoku’s by Evolutionary Algorithms with Pre-processing

      • Pedro Redondo Amil, Timo Mantere
      Pages 3-15

    3. Weak Ties and How to Find Them

      • Iveta Dirgová Luptáková, Marek Šimon, Jiří Pospíchal
      Pages 16-26

    4. Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules

      • Darren M. Chitty, Shengxiang Yang, Mario Gongora
      Pages 27-39

    5. Enhanced Archive for SHADE

      • Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
      Pages 40-55

    6. Adaptation of Sport Training Plans by Swarm Intelligence

      • Iztok Fister Jr., Andres Iglesias, Eneko Osaba, Uroš Mlakar, Janez Brest, Iztok Fister
      Pages 56-67

    7. On the Influence of Localisation and Communication Error on the Behaviour of a Swarm of Autonomous Underwater Vehicles

      • Christoph Tholen, Lars Nolle, Jens Werner
      Pages 68-79

    8. Spam Detection Using Linear Genetic Programming

      • Clyde Meli, Vitezslav Nezval, Zuzana Kominkova Oplatkova, Victor Buttigieg
      Pages 80-92

    9. Optimization of Protein Mixture Filtration

      • Dagmar Janáčová, Vladimír Vašek, Pavel Mokrejš, Karel Kolomazník, Ján Piteľ
      Pages 93-103

    10. Accelerated Genetic Programming

      • Vladimír Hlaváč
      Pages 104-112

    11. Hybrid Multi-objective PSO for Filter-Based Feature Selection

      • Uroš Mlakar, Iztok Fister Jr., Janez Brest, Iztok Fister
      Pages 113-123

    12. Scalability of GPA-ES Algorithm

      • Tomas Brandejsky, Roman Divis
      Pages 124-133

    13. Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE

      • Zuzana Kominkova Oplatkova, Adam Viktorin, Roman Senkerik
      Pages 134-145

    14. Proposal of a New Swarm Optimization Method Inspired in Bison Behavior

      • Anezka Kazikova, Michal Pluhacek, Roman Senkerik, Adam Viktorin
      Pages 146-156

    15. Stochastic Heuristics for Knapsack Problems

      • Miloš Šeda, Pavel Šeda
      Pages 157-166

    16. Waste Processing Facility Location Problem by Stochastic Programming: Models and Solutions

      • Pavel Popela, Dušan Hrabec, Jakub Kůdela, Radovan Šomplák, Martin Pavlas, Jan Roupec et al.
      Pages 167-179

    17. Randomization of Individuals Selection in Differential Evolution

      • Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Zuzana Kominkova Oplatkova
      Pages 180-191

    18. Grammatical Evolution for Classification into Multiple Classes

      • Jiří Lýsek, Jiří Šťastný
      Pages 192-207

  3. Neural Networks, Machine Learning, Self-organization, Fuzzy Systems, Advanced Statistic

    1. Front Matter

      Pages 209-209
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Other volumes

  1. Recent Advances in Soft Computing

Keywords

About this book

This book presents selected papers from the MENDEL conference that was held in Brno, Czech Republic in June 2017. Consisting of two parts, the book discusses recent advances in soft computing, including intelligent image processing: Part 1 addresses evolutionary computing, swarm intelligence, metaheuristics, and optimization; Part 2 then focuses on neural networks, machine learning, self-organization, fuzzy systems, and advanced statistics.

The MENDEL conference was established in 1995 and it bears the name of the scientist and Augustinian priest Gregor J. Mendel, who discovered the famous Laws of Heredity. The main aim of the conference was to create a regular opportunity for students, academics and researchers to exchange their ideas and novel research methods.

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

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