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Advances in Soft Computing : Engineering Design and Manufacturing - Rajkumar Roy

Advances in Soft Computing

Engineering Design and Manufacturing

By: Rajkumar Roy (Editor), Takeshi Furuhashi (Editor), Pravir Kumar Chawdhry (Editor)

Paperback

Published: 18th November 1998
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Advances in Soft Computing contains the most recent developments in the field of soft computing in engineering design and manufacture. The book comprises a selection of papers that were first presented in June 1998 at the 3rd On-line World Conference on Soft Computing in Engineering Design and Manufacturing. Amongst these are four invited papers by World-renowned researchers in the field.
Soft computing is a collection of methodologies which aim to exploit tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness and low solution cost. The area of applications of soft computing is extensive. Principally the constituents of soft computing are: fuzzy computing, neuro-computing, genetic computing and probabilistic computing. The topics in this book are well focused on engineering design and manufacturing.
This broad collection of 43 research papers has been arranged into nine parts by the editors. These include: Design Support Systems, Intelligent Control, Data Mining and New Topics in EA basics. The papers on evolutionary design and optimisation are of particular interest. Innovative techniques are explored and the reader is introduced to new, highly advanced research results.
The editors present a unique collection of papers that provide a comprehensive overview of current developments in soft computing research around the world.

Introductionp. 1
The NIST Design Repository Projectp. 5
Evolving Connectionist and Fuzzy-Connectionist Systems for On-line Adaptive Decision Making and Controlp. 20
Recent New Development in Evolutionary Programmingp. 30
Emotional Image Retrieval with Interactive Evolutionary Computationp. 57
Using Genetic Algorithms to Encourage Engineering Design Creativityp. 69
Abduction Problem in Probabilistic Constraint Logic Programmingp. 85
Aspects of Evolutionary Design by Computersp. 99
Surface Optimisation within the CAD/CAM Environment using Genetic Algorithmsp. 119
Adaptive Sugeno Fuzzy Control: A Case Studyp. 135
An Experimental and Comparative Study of Fuzzy PID Control Structuresp. 147
An Accurate COG Defuzzifier Design Using the Coadaptation of Learning and Evolutionp. 160
A Multiagent Intelligent Control System for Glass Industryp. 175
Predictive Control Using Fuzzy Modelsp. 187
Evolutionary Design of a Helicopter Autopilotp. 201
Decomposition of a Fuzzy Controller Based on Inference Break-up Methodp. 215
Experimental Evaluation of Intelligent Identification Algorithms Applied to a Wind Tunnel Processp. 231
Improvement of Membership Function Identification Method in Usability and Precisionp. 248
General Parameter Radial Basis Function Neural Network Based Adaptive Fuzzy Systemsp. 260
Uneven Division of Input Spaces for Hierarchical Fuzzy Modelingp. 276
Ensembles of Evolutionary created Artificial Neural Networks and Nearest Neighbour Classifiersp. 288
Application of Multi-dimensional Fuzzy Analysis to Decision Makingp. 301
Information-Theoretic Fuzzy Approach to Knowledge Discovery in Databasesp. 315
Intelligent Electronic Catalogs for Sales Support - Introducing Case-Based Reasoning Techniques to on-line Product Selection Applicationsp. 327
A Genetic Algorithm for Generalized Rule Inductionp. 340
Multiobjective Optimization by Nessy Algorithmp. 357
The Scout Algorithm applied to the Maximum Clique Problemp. 369
Unconstrained Optimization Using Genetic Box Searchp. 379
Improvement of Simple Genetic Algorithm for Solving the Uncapacitated Warehouse Location Problemp. 390
Optimizing Neural Networks for Time Series Predictionp. 403
Maximum Entropy Image Restoration by Evolutionary Algorithmp. 421
The Finite Element Method and Soft Computingp. 432
A Tabu Search Approach for the Tool Assignment and Machine Loading Problem in Flexible Manufacturing Systemsp. 445
Investigating Evolutionary Optimisation of Constrained Functions to Capture Shape Descriptions from Range Datap. 455
Optimal Selection of Pressure Vesselsp. 467
Simulation of Baldwin Effect and Dawkins Memes by Genetic Algorithmp. 481
Approach to Structure Synthesis by Genetic Algorithmsp. 497
A Study of Altruism by Genetic Algorithmp. 507
The Bivariate Marginal Distribution Algorithmp. 521
Granular Computing using Neighborhood Systemsp. 539
Toward Fuzziness in Natural Language Processingp. 554
A New Approach to Acquisition of Comprehensible Fuzzy Rulesp. 568
Zero-Point Probability for Linear Source Separationp. 578
Code Optimization for DNA Computing of Maximal Cliquesp. 588
On Line Tutorials on Evolutionary Computingp. 603
Fuzzy Control Tutorialp. 605
Keyword Indexp. 631
List of Reviewersp. 637
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781852330620
ISBN-10: 1852330627
Series: Lecture Notes in Control And Iinformation Sciences
Audience: General
Format: Paperback
Language: English
Number Of Pages: 638
Published: 18th November 1998
Publisher: Springer London Ltd
Country of Publication: GB
Dimensions (cm): 23.39 x 15.6  x 3.33
Weight (kg): 0.9