Applications of Soft Computing: Recent Trends

Front Cover
Ashutosh Tiwari, Joshua Knowles, Erel Avineri, Keshav Dahal, Rajkumar Roy
Springer Science & Business Media, Apr 8, 2010 - Computers - 420 pages
0 Reviews

Soft Computing is a complex of methodologies that embraces approximate reasoning, imprecision, uncertainty and partial truth in order to mimic the remarkable human capability of making decisions in real-life, ambiguous environments. Soft Computing has therefore become popular in developing systems that encapsulate human expertise. Applications of Soft Computing: Recent Trends contains a collection of papers that were presented at the 10th Online World Conference on Soft Computing in Industrial Applications, held in September 2005. This carefully edited book provides a comprehensive overview of the recent advances in the industrial applications of soft computing and covers a wide range of application areas, including optimisation, data analysis and data mining, computer graphics and vision, prediction and diagnosis, design, intelligent control, and traffic and transportation systems. The book is aimed at researchers and professional engineers who are engaged in developing and applying intelligent systems. It is also suitable as wider reading for science and engineering postgraduate students.

 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Selected pages

Contents

Efficient Genetic Algorithms for Arabic Handwritten Characters Recognition
3
Generic Black Box Optimisation Algorithms for Colour Quantisation
15
Neural Network Combined with Fuzzy Logic to Remove Salt and Pepper Noise in Digital Images
22
Computing Optimized NURBS Curves using Simulated Evolution on Control Parameters
35
Part II Control and Robotics
45
Design of A TakagiSugeno Fuzzy Compensator for Inverted Pendulum Control Using Bode Plots
46
Soft Computing in Accuracy Enhancement of Machine Tools
57
Potential Field Approach Vs GeneticFuzzy System
67
Neural NetworkBased Expert System toPredict the Results of Finite Element Analysis
229
Part VI Identification and Forecasting
241
Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction
241
Fuzzy Model Identification for Rapid NickelCadmium Battery Charger through Particle Swarm Optimization Algorithm
251
Fuzzy Association Rule Mining for Model Structure Identification
261
Modeling Public Transport Trips with General Regression Neural Networks A Case Study for Istanbul Metropolitan Area
271
Assignment Partitioning and Ordering
281
Use of Genetic Algorithm to Optimum Test Frequency Selection
282

Intelligent Tuning and Application of a PID Controller Using Universal Model
77
Part III Design
87
Dynamic Reconfiguration Algorithm for Field Programmable Analog Scalable Device Array FPADA with Fixed Topology
89
Advances in the Application of Machine Learning Techniques in Drug Discovery Design and Development
99
A Review on Design Optimisation and Exploration with Interactive Evolutionary Computation
111
Part IV Pattern Recognition
121
Mapping of Natural Patterns by Liquid Architectures Implementing Neural Cliques
122
Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration
133
Genetic AlgorithmEvolved Bayesian Network Classifier for Medical Applications
143
A RealTime Hand Gesture Interface for Medical Visualization Applications
153
Part V Classification
163
A Hybrid Intelligent System and Its Application to Fault Detection and Diagnosis
164
Evolutionary Multidimensional Scaling for Data Visualization and Classification
177
Extended Genetic Algorithm for Tuning a Multiple Classifier System
187
Development of Fuzzy Expert System for Customer and Service Advisor Categorisation within Contact Centre Environment
197
Soft Computing for Intelligent Information Management
207
Soft Computing in Intelligent Data Analysis
218
Performance Analysis of Parallel Strategies for Biobjective Network Partitioning
291
A Guided Rule Reduction System for Prioritization of Failures in Fuzzy FMEA
301
A Hybrid Method of Differential Evolution and SQP for Solving the Economic Dispatch Problem with ValvePoint Effect
311
Multiobjective Prioritization in the Analytic Hierarchy Process by Evolutionary Computing
321
Evolutionary and Heuristic Algorithms for Multiobjective 01 Knapsack Problem
331
An Evolutionary Approach
341
Development and Analysis
351
Robustness using MultiObjective Evolutionary Algorithms
353
Genetic Programming Probabilistic Incremental Program Evolution and Scalability
363
Adaptive Parameter Control of Evolutionary Algorithms Under Time Constraints
373
Role of Chaos in Swarm Intelligence A Preliminary Analysis
383
Multiparent Recombination Operator with Multiple Probability Distribution for Real Coded Genetic Algorithm
393
Part IX Tutorials
403
CascadeBoosting Approaches
404
Special Tutorial Particle Swarms for Fuzzy Models Identification
411
Issues in Computer Based Monitoring and Control with Soft Computing Approaches
414
Copyright

Other editions - View all

Common terms and phrases