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Recent Developments and New Directions in Soft Computing

  • Book
  • © 2014

Overview

Editors:
  1. Lotfi A. Zadeh

    1. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA

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  2. Ali M. Abbasov

    1. Minister of Communications and Information Technologies of the Republic of Azerbaijan, Baku, Azerbaijan

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  3. Ronald R. Yager

    1. Iona College, Machine Intelligence Institute, New Rochelle, USA

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  4. Shahnaz N. Shahbazova

    1. Department of Information Technology and Programming, Azerbaijan Technical University, Baku, Azerbaijan

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  5. Marek Z. Reformat

    1. Electrical and Computer Engineering, University of Alberta, Edmonton, Canada

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  • Covers both fundamental and applied aspects of soft computing
  • Presents soft computing as an important tool for developing next-generation intelligent digital devices
  • Edited and written by leading researchers in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 317)

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Table of contents (29 chapters)

  1. Fuzzy Control, and Intelligent Monitoring

    1. Fuzzy Control as the Entrance Door to Control Theory

      • António Dourado
      Pages 249-261

    2. Nonlinear Control for Multiple-Input and Multiple-Output Nonlinear Systems with PB Models Based on I/O Linearization

      • Tadanari Taniguchi, Luka Eciolaza, Michio Sugeno
      Pages 263-278

  2. Neural Networks: Construction and Application

    1. Front Matter

      Pages 279-279
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    2. Improving the Model Convergence Properties of Classifier Feed-Forward MLP Neural Networks

      • Annamária R. Várkonyi-Kóczy, Balázs Tusor, József Bukor
      Pages 281-293

    3. Chaotic Systems Predictability Using Neuro-Fuzzy Systems and Neural Networks with Bred Vectors

      • Pettras Leonardo Bueno dos Santos, Haroldo Fraga de Campos Velho, Rosangela Cintra, Sandra Sandri
      Pages 295-313

  3. Applications

    1. Front Matter

      Pages 315-315
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    2. Creation the Model of Educational and Methodical Support Based on Fuzzy Logic

      • Shahnaz N. Shahbazova
      Pages 317-330

    3. Decision-Making Based on Fuzzy Estimation of Quality Level for Cargo Delivery

      • Yuriy P. Kondratenko, Ievgen V. Sidenko
      Pages 331-344

    4. Efficacy of Selected Soft Computing Techniques in Ranking of Sites for Hazardous Industrial Installation

      • Kalyani Salla, Sanjay Kadam, Ashok Deshpande
      Pages 345-359

    5. Fuzzy Resolution with Similarity-Based Reasoning

      • Banibrata Mondal, Swapan Raha
      Pages 361-378

    6. Development of Environment Friendly Air Conditioner Using Fuzzy logic

      • Roshan Kshirsagar, Chetankumar Patil, Ashok Deshpande
      Pages 379-391

    7. A Fuzzy Stochastic Programming Approach for Multi-level Capacitated Lot-Sizing Problem Under Uncertainty

      • N. Sahebjamnia, S. A. Torabi
      Pages 393-407

    8. Context-Dependent Interpretation of Medical Data

      • M. Kwiatkowska, N. T. Ayas
      Pages 409-425

  4. Time Series and Data Analysis

    1. Front Matter

      Pages 427-427
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    2. Time Series Trend Extraction and Its Linguistic Evaluation Using F-Transform and Fuzzy Natural Logic

      • Vilém Novák, Viktor Pavliska, Martin Štěpnička, Lenka Štěpničková
      Pages 429-442

    3. Using Artificial Neural Networks in Fuzzy Time Series Analysis

      • Cagdas Hakan Aladag
      Pages 443-451

    4. Using Zadeh’s Granulation Concept: Granular Logics and Their Application to Sensor Data Analysis

      • Valery B. Tarassov, Maria N. Svyatkina
      Pages 453-466
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Keywords

About this book

The book reports on the latest advances and challenges of soft computing. It gathers original scientific contributions written by top scientists in the field and covering theories, methods and applications in a number of research areas related to soft-computing, such as decision-making, probabilistic reasoning, image processing, control, neural networks and data analysis.

Editors and Affiliations

  • Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA

    Lotfi A. Zadeh

  • Minister of Communications and Information Technologies of the Republic of Azerbaijan, Baku, Azerbaijan

    Ali M. Abbasov

  • Iona College, Machine Intelligence Institute, New Rochelle, USA

    Ronald R. Yager

  • Department of Information Technology and Programming, Azerbaijan Technical University, Baku, Azerbaijan

    Shahnaz N. Shahbazova

  • Electrical and Computer Engineering, University of Alberta, Edmonton, Canada

    Marek Z. Reformat

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