Computational Intelligence Paradigms: Theory & Applications using MATLAB - Image 1

£145.94

CRC Press Computational Intelligence Paradigms: Theory & Applications using MATLAB

Name: Computational Intelligence Paradigms: Theory & Applications using MATLAB
Brand: CRC Press
Price: 145.94 GBP
Availability: InStock

Architecture & Microprocessors

Price History & Forecast

Last 14 days • 14 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 14 days • 1 price levels

Days at Price

Price Analysis

Most common price: £146 (14 days, 100.0%)

Price range: £146 - £146

Price levels: 1 different prices over 14 days

Description

Offering a wide range of programming examples implemented in MATLAB®, Computational Intelligence Paradigms: Theory and Applications Using MATLAB® presents theoretical concepts and a general framework for computational intelligence (CI) approaches, including artificial neural networks, fuzzy systems, evolutionary computation, genetic algorithms and programming, and swarm intelligence. It covers numerous intelligent computing methodologies and algorithms used in CI research. The book first focuses on neural networks, including common artificial neural networks; neural networks based on data classification, data association, and data conceptualization; and real-world applications of neural networks. It then discusses fuzzy sets, fuzzy rules, applications of fuzzy systems, and different types of fused neuro-fuzzy systems, before providing MATLAB illustrations of ANFIS, classification and regression trees, fuzzy c-means clustering algorithms, fuzzy ART map, and Takagi–Sugeno inference systems. The authors also describe the history, advantages, and disadvantages of evolutionary computation and include solved MATLAB programs to illustrate the implementation of evolutionary computation in various problems. After exploring the operators and parameters of genetic algorithms, they cover the steps and MATLAB routines of genetic programming. The final chapter introduces swarm intelligence and its applications, particle swarm optimization, and ant colony optimization. Full of worked examples and end-of-chapter questions, this comprehensive book explains how to use MATLAB to implement CI techniques for the solution of biological problems. It will help readers with their work on evolution dynamics, self-organization, natural and artificial morphogenesis, emergent collective behaviors, swarm intelligence, evolutionary strategies, genetic programming, and the evolution of social behaviors.

Key Features

New

Mint Condition

Dispatch same day for order received before 12 noon

Guaranteed packaging

No quibbles returns

Product Specifications

Brand: CRC Press
Format: Hardcover
ASIN: 143980902X
Category: Books > Subjects > Computing & Internet > Computer Science > Architecture & Microprocessors
Domain: Amazon UK
Release Date: 05 January 2010
Listed Since: 12 December 2008

Barcode

No barcode data available

CRC Press Computational Intelligence Paradigms: Theory & Applications using MATLAB

Price History & Forecast

Price Distribution

Price Analysis

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

CRC Press Swarm Intelligence and Evolutionary Computation Book

Swarm Intelligence: Principles, Advances, and Applications

Swarm Intelligence Algorithms: A Tutorial: 1

Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)

Swarm Intelligence Algorithms: A Tutorial

Swarm Intelligence: Principles, Advances, and Applications

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

Pattern Recognition and Computational Intelligence Techniques Using Matlab (Transactions on Computational Science and Computational Intelligence)

AI and SWARM: Evolutionary Approach to Emergent Intelligence

Academic Press - Computational Intelligence Research Handbook

Wiley Computational Intelligence - Fuzzy Logic and Neural Networks

Artificial Intelligence for Cognitive Modeling: Theory and Practice (Chapman & Hall/CRC Internet of Things)

Swarm Intelligence Algorithms (Two Volume Set)

Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering

Swarm Intelligence Algorithms (Two Volume Set)

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications (Intelligent Data-Centric Systems)

Intelligent Control Systems Using Soft Computing Methodologies

Applied Evolutionary Algorithms for Engineers Using Python

Modeling and Simulation of Systems Using MATLAB and Simulink

Fundamentals of Computational Swarm Intelligence

Computational Intelligence in Expensive Optimization Problems: 2 (Adaptation, Learning, and Optimization, 2)

Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications (Hybrid Computational Intelligence for Pattern Analysis and Understanding)

Metaheuristic Computation with MATLAB®