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Advanced Methods and Applications in Computational Intelligence

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  • © 2014

Overview

Editors:
  1. Ryszard Klempous

    1. Wroclaw University of Technology, Wroclaw, Poland

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  2. Jan Nikodem

    1. Wroclaw University of Technology, Wroclaw, Poland

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  3. Witold Jacak

    1. of Applied Sciences, Upper Austria University, Hagenberg, Austria

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  4. Zenon Chaczko

    1. , Bld 1 Level 22, University of Technology, Sydney, Australia

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  • Presents advanced methods and applications in Computational Intelligence
  • Includes updates and extended versions of carefully selected contributions to ACASE 2012, the 1st Australian Conference on the Applications of Systems Engineering that was held on February 6-8, 2012 at the University of Technology, Sydney, Australia
  • Written by leading experts in the field

Part of the book series: Topics in Intelligent Engineering and Informatics (TIEI, volume 6)

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Table of contents (18 chapters)

  1. Front Matter

    Pages 1-17
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  2. Practical Applications of Modern Heuristic Methods

    1. Front Matter

      Pages 1-1
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    2. Data Mining Approach for Decision and Classification Systems Using Logic Synthesis Algorithms

      • Grzegorz Borowik
      Pages 3-23

    3. Fast Algorithm of Attribute Reduction Based on the Complementation of Boolean Function

      • Grzegorz Borowik, Tadeusz Łuba
      Pages 25-41

    4. Multi-GPU Tabu Search Metaheuristic for the Flexible Job Shop Scheduling Problem

      • Wojciech Bożejko, Mariusz Uchroński, Mieczysław Wodecki
      Pages 43-60

    5. Stable Scheduling with Random Processing Times

      • Wojciech Bożejko, Paweł Rajba, Mieczysław Wodecki
      Pages 61-77

    6. Neural Networks Based Feature Selection in Biological Data Analysis

      • Witold Jacak, Karin Pröll, Stephan Winkler
      Pages 79-94

    7. On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms

      • Stephan M. Winkler, Michael Affenzeller, Gabriel K. Kronberger, Michael Kommenda, Stefan Wagner, Witold Jacak et al.
      Pages 95-122

    8. Affinity Based Slotting in Warehouses with Dynamic Order Patterns

      • Monika Kofler, Andreas Beham, Stefan Wagner, Michael Affenzeller
      Pages 123-143

    9. Technological Infrastructure and Business Intelligence Strategies for the EDEVITALZH eHealth Delivery System

      • M. A. Pérez-del-Pino, P. García-Báez, J. M. Martínez-García, C. P. Suárez-Araujo
      Pages 145-164

    10. Correlation of Problem Hardness and Fitness Landscapes in the Quadratic Assignment Problem

      • Erik Pitzer, Andreas Beham, Michael Affenzeller
      Pages 165-195

    11. Architecture and Design of the HeuristicLab Optimization Environment

      • S. Wagner, G. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, E. Pitzer et al.
      Pages 197-261

  3. Network Management Essential Problems

    1. Front Matter

      Pages 263-263
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    2. A Biomimetic Sanet Middleware Infrastructure for Guiding and Maneuvering Autonomous Land-Yacht Vessels

      • Christopher Chiu, Zenon Chaczko
      Pages 265-283

    3. Improvement of Spatial Routing in WSN Based on LQI or RSSI Indicator

      • Jan Nikodem, Ryszard Klempous, Maciej Nikodem, Zenon Chaczko
      Pages 285-297

    4. Centralized and Distributed CRRM in Heterogeneous Wireless Networks

      • Abdallah AL Sabbagh, Robin Braun, Mehran Abolhasan
      Pages 299-314

    5. An Intelligent Model for Distributed Systems in Next Generation Networks

      • Pakawat Pupatwibul, Ameen Banjar, Abdallah AL Sabbagh, Robin Braun
      Pages 315-334

    6. The Study of the OFDM and MIMO-OFDM Networks Compatibility – Measurements and Simulations

      • Michał Kowal, Ryszard J. Zieliński, Zenon Chaczko
      Pages 335-347

  4. Intelligent System Applications

    1. Front Matter

      Pages 349-349
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    2. EMC between WIMAX 1.5GHz and WLAN 2.4GHz Systems Operating in the Same Area

      • Ryszard J. Zieliński, Michał Kowal, Sławomir Kubal, Piotr Piotrowski
      Pages 351-365
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Keywords

About this book

This book offers an excellent presentation of intelligent engineering and informatics foundations for researchers in this field as well as many examples with industrial application. It contains extended versions of selected papers presented at the inaugural ACASE 2012 Conference dedicated to the Applications of Systems Engineering. This conference was held from the 6th to the 8th of February 2012, at the University of Technology, Sydney, Australia, organized by the University of Technology, Sydney (Australia), Wroclaw University of Technology (Poland) and the University of Applied Sciences in Hagenberg (Austria). The  book is organized into three main parts. Part I contains papers devoted to the heuristic approaches that are applicable in situations where the problem cannot be solved by exact methods, due to various characteristics or  dimensionality problems. Part II covers essential issues of the network management, presents intelligent models of the next generation of networks and distributed systems as well as discusses applications of modern numerical methods in large intractable systems. Part III covers salient issues of complexity in intelligent system applications.  This part also contains papers and articles which discuss concurrency issues that arise when multiple systems attempt to use the same radio space and the inter-connected system applications in the fieldof medical simulation and training.

Editors and Affiliations

  • Wroclaw University of Technology, Wroclaw, Poland

    Ryszard Klempous, Jan Nikodem

  • of Applied Sciences, Upper Austria University, Hagenberg, Austria

    Witold Jacak

  • , Bld 1 Level 22, University of Technology, Sydney, Australia

    Zenon Chaczko

Bibliographic Information

  • Book Title: Advanced Methods and Applications in Computational Intelligence

  • Editors: Ryszard Klempous, Jan Nikodem, Witold Jacak, Zenon Chaczko

  • Series Title: Topics in Intelligent Engineering and Informatics

  • DOI: https://doi.org/10.1007/978-3-319-01436-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-01435-7Published: 05 August 2013

  • Softcover ISBN: 978-3-319-03339-6Published: 08 August 2015

  • eBook ISBN: 978-3-319-01436-4Published: 20 July 2013

  • Series ISSN: 2193-9411

  • Series E-ISSN: 2193-942X

  • Edition Number: 1

  • Number of Pages: XX, 408

  • Topics: Computational Intelligence, Artificial Intelligence

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