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Studies in Fuzziness and Soft Computing

By: Lipo Wang (Editor)

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Hardcover | 5 September 2003

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Hardcover
420 Pages

Dimensions(cm)
23.5 x 16.51 x 2.54

Hardcover

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Soft computing, as opposed to conventional "hard" computing, tolerates imprecision and uncertainty, in a way very much similar to the human mind. Soft computing techniques include neural networks, evolutionary computation, fuzzy logic, and chaos. The recent years have witnessed tremendous success of these powerful methods in virtually all areas of science and technology, as evidenced by the large numbers of research results published in a variety of journals, conferences, as weil as many excellent books in this book series on Studies in Fuzziness and Soft Computing. This volume is dedicated to recent novel applications of soft computing in communications. The book is organized in four Parts, i.e., (1) neural networks, (2) evolutionary computation, (3) fuzzy logic and neurofuzzy systems, and (4) kernel methods. Artificial neural networks consist of simple processing elements called neurons, which are connected by weights that may be adjusted during learning. Part 1 of the book has seven chapters, demonstrating some of the capabilities of two major types of neural networks, i.e., multiplayer perceptron (MLP) neural networks and Hopfield-type neural networks.

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Neural Approximation of Resource Allocation Functions in Multiservice Access Multiplexers	p. 1
Performance of the Multilayer Perception-based Decision Feedback Equalizer with Lattice Structure in Non-Linear Channels	p. 33
Nonlinear Channel Identification Using Natural Gradient Descent: Application to Modeling and Tracking	p. 56
Maximizing Topology Connectivity Using a Hopfield Neural Network	p. 72
Binary Neural Network Approaches to Combinatorial Optimization Problems in Communication Network	p. 88
Robust Multiuser Detection Using Artificial Neural Networks	p. 106
Minimizing Interference in Cellular Mobile Communications by Optimal Channel Assignment Using Chaotic Simulated Annealing	p. 131
Orthogonal Genetic Algorithms with Application to Multimedia Multicast Routing	p. 147
Solving the QoS Multicast Routing Problems Using Genetic Algorithms	p. 175
Base Station Location Optimization in Cellular Wireless Networks using Heuristic Search Algorithms	p. 201
The Synthesis and Design of Communication Antennas Using Genetic Algorithms	p. 220
QoS Adaptation Based on Fuzzy Theory	p. 245
Fuzzy Chaotic Synchronization and Communication - Signal Masking Encryption	p. 268
Intelligent Channel Assignment Schemes for Hierarchical Cellular Systems	p. 291
A New Mobility Prediction System using Neuro-Fuzzy Model and Its Application to Restoration of Mobility Databases	p. 320
Voice Over Wireless LAN Using Intelligent Control	p. 341
Least Squares Kernel Methods and Applications	p. 361
Least Bit Error Rate Adaptive Multiuser Detection	p. 384
Table of Contents provided by Blackwell. All Rights Reserved.

Studies in Fuzziness and Soft Computing

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Hardcover

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