Handbook on Decision Making: Vol 1: Techniques and Applications / Edition 1

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More About This Textbook

Overview

The present "Vol 1: Techniques and Applications" of the "Handbook on Decision Making" presents a useful collection of AI techniques , as well as other complementary methodologies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different domains, such as business, management, manufacturing, transportation and food industries, and biomedicine, are presented. The handbook includes twenty condensed chapters, which are divided into two parts, i.e., (i) modelling and design techniques for intelligent decision support systems; and (ii) reviews and applications of intelligent decision support systems.

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Product Details

  • ISBN-13: 9783642136382
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 7/15/2010
  • Series: Intelligent Systems Reference Library Series , #4
  • Edition description: 2010
  • Edition number: 1
  • Pages: 532
  • Product dimensions: 6.10 (w) x 9.20 (h) x 1.30 (d)

Table of Contents

Part I Modelling and Design Techniques for Intelligent Decision Support Systems

Chapter 1 Advances in Intelligent Decision Making Lakhmi C. Jain Jain, Lakhmi C. 3

Chapter 2 IDSSE-M: Intelligent Decision Support Systems Engineering Methodology O. Gelman Gelman, O. 29

Chapter 3 Shape Design of Products Based on a Decision Support System Junzo Watada Watada, Junzo 55

Chapter 4 Enhancing Decision Support System with Neural Fuzzy Model and Simple Model Visualizations Chai Quek Chai, Quek 85

Chapter 5 Computational Agents in Complex Decision Support Systems Marina V. Sokolova Sokolova, Marina V. 117

Chapter 6 A Multi-criteria Decision-Support Approach to Sustainable Rural Energy in Developing Countries Nicole Kalas Kalas, Nicole 143

Chapter 7 A Decision Making System Based on Complementary Learning Chai Quek Chai, Quek 163

Chapter 8 A Forecasting Support System Based on Exponential Smoothing Enriqueta Vercher Vercher, Enriqueta 181

Chapter 9 Reinforcement Based U-Tree: A Novel Approach for Solving POMDP Chai Quek Chai, Quek 205

Chapter 10 On the Use of Fuzzy Inference Systems for Assessment and Decision Making Problems Chee Peng Lim Lim, Chee Peng 233

Part II Reviews and Applications of Intelligent Decision Support Systems

Chapter 11 Decision Support Systems in Transportation Jacek Zak Zak, Jacek 249

Chapter 12 Decision Support Systems for the Food Industry Hlynur Stefansson Stefansson, Hlynur 295

Chapter 13 Building a Decision Support System for Urban Design Based on the Creative City Concept Junzo Watada Watada, Junzo 317

Chapter 14 Fuzzy Prices in Combinatorial Auction Adli Mustafa Mustafa, Adli 347

Chapter 15 Application of Artificial Neural Network to Fire Safety Engineering Eric Wai Ming Lee Lee, Eric Wai Ming 369

Chapter 16 Decision-Making for the Optimal Strategy of Population Agglomeration in Urban Planning with Path-Converged Design Junzo Watada Watada, Junzo 397

Chapter 17 A Cognitive Interpretation of Thermographic Images Using Novel Fuzzy Learning Semantic Memories E. Ng Ng, E. 427

Chapter 18 Adaptive Fuzzy Inference Neural Network System for EEG Signal Classification John Lygouras Lygouras, John 453

Chapter 19 A Systematic Approach to the Design of a Case-Based Reasoning System for Attention-Deficit Hyperactivity Disorder Douglas P. Munoz Munoz, Douglas P. 473

Chapter 20 A NeuroCognitive Approach to Decision Making for the Reconstruction of the Metabolic Insulin Profile of a Healthy Person E.M.-K. Lai Lai, E. M.-K. 497

Author Index 533

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