Soft Computing Applications : Advances in Soft Computing - Andrea Bonarini

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Soft Computing Applications

By: Andrea Bonarini (Editor), Francesco Masulli (Editor), Gabriella Pasi (Editor)

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Paperback | 12 February 2003

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244 Pages

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22.86 x 15.24 x 1.91

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The papers collected in this book are concerned with the application of the so-called "soft-computing" techniques to the aim of defining flexible systems. The topics covered witness the actual research trend towards an integration of distinct formal techniques for defining flexible systems. The contributions in this volume mainly concern the definition of systems in several application fields, such as image processing, control, asset allocation, medicine, time series forecasting, qualitative modeling, support to design, reliability analysis, diagnosis, filtering, data analysis, land mines detection and so forth. The papers presented in this volume are organized into three main thematic sections: Fuzzy Systems, Neural Networks and Genetic and Evolutionary Algorithms, although, as outlined before, some works employ more than one technique from these fields.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Reference, Information & Interdisciplinary Subjects Research & Information Information theory Cybernetics & Systems Theory Mathematics Applied Mathematics Databases

Data Capture & Analysis Mathematical Foundation Set Theory Engineering & Technology Technology in General Engineering in General Business Applications

Learning Fuzzy Classifiers with Evolutionary Algorithms	p. 1
Evidence of Chaotic Attractors in Cortical Fast Oscillations Tested by an Artificial Neural Network	p. 11
A Possibilistic Framework for Asset Allocation	p. 23
Efficient Low-resolution Character Recognition Using Sub-machine-code Genetic Programming	p. 35
Accurate Modeling and NN to Reproduce Human Like Trajectories	p. 47
A New ANFIS Synthesis Approach for Time Series Forecasting	p. 59
Experiments on a Prey Predators System	p. 71
Qualitative Models and Fuzzy Systems: An Integrated Approach to System Identification	p. 83
Fuzzy Reliability Analysis of Concrete Structures by Using a Genetically Powered Simulation	p. 95
System for Remote Diagnosis Based on Fuzzy Inference	p. 107
Image Segmentation Using a Genetic Algorithm	p. 115
How Fuzzy Logic Can Help Detecting Buried Land Mines	p. 127
Neuro-fuzzy Filtering Techniques for the Analysis of Complex Acoustic Scenarios	p. 143
P300 Off-line Detection: A Fuzzy-based Support System	p. 155
Evolutionary Approaches for Cluster Analysis	p. 265
Neural Networks in Missing Data Analysis, Model Identification and Non Linear Control	p. 177
Genetic Optimization of Fuzzy Sliding Mode Controllers: An Experimental Study	p. 193
Sailboat Dynamics Neural Network Identification and Control	p. 207
Fuzzy Logic in Spacecraft Design	p. 219
Table of Contents provided by Blackwell. All Rights Reserved.

Soft Computing Applications

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Paperback

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