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  • Conference proceedings
  • © 2013

Soft Computing Models in Industrial and Environmental Applications

7th International Conference, SOCO’12, Ostrava, Czech Republic, September 5th-7th, 2012

  • Presents recent research on Soft Computing Models in Industrial and Environmental Applications
  • Proceedings of the 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, held in Ostrava, Czech Republic, 5th-8th September, 2012
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 188)

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Table of contents (55 papers)

  1. Front Matter

    Pages 1-19
  2. A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing

    • Srinjoy Ganguly, Arkabandhu Chowdhury, Swahum Mukherjee, P. N. Suganthan, Swagatam Das, Tay Jin Chua
    Pages 1-12
  3. An Ordinal Regression Approach for the Unequal Area Facility Layout Problem

    • M. Pérez-Ortiz, L. García-Hernández, L. Salas-Morera, A. Arauzo-Azofra, C. Hervás-Martínez
    Pages 13-21
  4. A System Learning User Preferences for Multiobjective Optimization of Facility Layouts

    • M. Pérez-Ortiz, A. Arauzo-Azofra, C. Hervás-Martínez, L. García-Hernández, L. Salas-Morera
    Pages 43-52
  5. Implementing Artificial Immune Systems for the Linear Ordering Problem

    • Pavel Krömer, Jan Platoš, Václav Snášel
    Pages 53-62
  6. Master Slave LMPM Position Control Using Genetic Algorithms

    • Tatiana Radičová, Milan Žalman
    Pages 73-82
  7. An Approach of Genetic Algorithm to Model Supplier Assessment in Inbound Logistics

    • Dragan Simić, Vasa Svirčević, Svetlana Simić
    Pages 83-92
  8. Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution

    • Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatkova, Michal Pluhacek
    Pages 93-102
  9. Multi-Objective Differential Evolution on the GPU with C-CUDA

    • Fernando Bernardes de Oliveira, Donald Davendra, Frederico Gadelha Guimarães
    Pages 123-132
  10. Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers

    • A. R. R. Freitas, R. C. Pedrosa Silva, F. G. Guimarães
    Pages 143-152
  11. Multiobjective Pareto Ordinal Classification for Predictive Microbiology

    • M. Cruz-Ramírez, J. C. Fernández, A. Valero, P. A. Gutiérrez, C. Hervás-Martínez
    Pages 153-162
  12. Evaluation of Novel Soft Computing Methods for the Prediction of the Dental Milling Time-Error Parameter

    • Pavel Krömer, Tomáš Novosád, Václav Snášel, Vicente Vera, Beatriz Hernando, Laura García-Hernández et al.
    Pages 163-172
  13. Urban Traffic Flow Forecasting Using Neural-Statistic Hybrid Modeling

    • M. Annunziato, F. Moretti, S. Pizzuti
    Pages 183-190

About this book

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2012, held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012.

 

Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena.

 

After a through peer-review process, the SOCO 2012 International Program Committee selected 75 papers which are published in these conference proceedings, and represents an acceptance rate of 38%. In this relevant edition a special emphasis was put on the organization of special sessions. Three special sessions were organized related to relevant topics as: Soft computing models for Control Theory & Applications in Electrical Engineering, Soft computing models for biomedical signals and data processing and Advanced Soft Computing Methods in Computer Vision and Data Processing.

 

The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the SOCO conference would not exist without their help.

Editors and Affiliations

  • VŠB-TU Ostrava, Ostrava, Czech Republic

    Václav Snášel

  • (MIR Labs), Scientific Network for Innovation and, Machine Intelligence Research Labs, Auburn, USA

    Ajith Abraham

  • , Dept. de Informática y Automática, University of Salamanca, Salamanca, Spain

    Emilio S. Corchado

Bibliographic Information

  • Book Title: Soft Computing Models in Industrial and Environmental Applications

  • Book Subtitle: 7th International Conference, SOCO’12, Ostrava, Czech Republic, September 5th-7th, 2012

  • Editors: Václav Snášel, Ajith Abraham, Emilio S. Corchado

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-642-32922-7

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2013

  • Softcover ISBN: 978-3-642-32921-0Published: 23 August 2012

  • eBook ISBN: 978-3-642-32922-7Published: 23 August 2012

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XX, 548

  • Number of Illustrations: 187 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
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