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

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

by Chee Peng Lim
 

ISBN-10: 3642136389

ISBN-13: 9783642136382

Pub. Date: 07/15/2010

Publisher: Springer Berlin Heidelberg

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

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.

Product Details

ISBN-13:
9783642136382
Publisher:
Springer Berlin Heidelberg
Publication date:
07/15/2010
Series:
Intelligent Systems Reference Library Series , #4
Edition description:
2010
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 Chee Peng Lim Lakhmi C. Jain 3

Chapter 2 IDSSE-M: Intelligent Decision Support Systems Engineering Methodology M. Mora G. Forgionne F. Cervantes-Pérez O. Gelman 29

Chapter 3 Shape Design of Products Based on a Decision Support System Yung-chin Hsiao Junzo Watada 55

Chapter 4 Enhancing Decision Support System with Neural Fuzzy Model and Simple Model Visualizations Eng Yeow Cheu See Kiong Ng Chai Quek 85

Chapter 5 Computational Agents in Complex Decision Support Systems Antonio Fernández-Caballero Marina V. Sokolova 117

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

Chapter 7 A Decision Making System Based on Complementary Learning Tuan Zea Tan Geok See Ng Chai Quek 163

Chapter 8 A Forecasting Support System Based on Exponential Smoothing Ana Corberán-Vallet José D. Bermúdez José V. Segura Enriqueta Vercher 181

Chapter 9 Reinforcement Based U-Tree: A Novel Approach for Solving POMDP Lei Zheng Siu-Yeung Cho Chai Quek 205

Chapter 10 On the use of Fuzzy Inference Systems for Assessment and Decision Making Problems Kai Meng Tay Chee Peng Lim 233

Part II Reviews and Applications of Intelligent Decision Support Systems

Chapter 11 Decision Support Systems in Transportation Jacek Zak 249

Chapter 12 Decision Support Systems for the Food Industry Sigurjón Arason Eyjólfur Ingi Ásgeirsson Björn Margeirsson Sveinn Margeirsson Petter Olsen Hlynur Stefánsson 295

Chapter 13 Building a Decision Support System for Urban Design Based on the Creative City Concept Lee-Chuan Lin Junzo Watada 317

Chapter 14 Fuzzy Prices in Combinatorial Auction Joshua Ignatius Seyyed Mahdi Hosseini Motlagh M. Mehdi Sepheri Young-Jou Lai Adli Mustafa 347

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

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

Chapter 17 A Cognitive Interpretation of Thermographic Images Using Novel Fuzzy Learning Semantic Memories C. Quek W. Irawan E. Ng 427

Chapter 18 Adaptive Fuzzy Inference Neural Network System for EEG Signal Classification Pari Jahankani Vassilis Kodogiannis John Lygouras 453

Chapter 19 A Systematic Approach to the Design of a Case-Based Reasoning System for Attention-Deficit Hyperactivity Disorder Donald C. Brien Janice I. Glasgow Douglas P. Munoz 473

Chapter 20 A NeuroCognitive Approach to Decision Making for the Reconstruction of the Metabolic Insulin Profile of a Healthy Person S.D. Teddy F. Yap C. Quek E.M.-K. Lai 497

Author Index 533

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