Handbook of Research on Novel Soft Computing Intelligent Algorithms :Theory and Practical Applications

Publication subTitle :Theory and Practical Applications

Author: Pandian M. Vasant  

Publisher: IGI Global‎

Publication year: 2013

E-ISBN: 9781466644519

P-ISBN(Paperback): 9781466644502

Subject: TP18 artificial intelligence theory

Language: ENG

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Description

As technologies grow more complex, modeling and simulation of new intelligent systems becomes increasingly challenging and nuanced; specifically in diverse fields such as medicine, engineering, and computer science. Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications explores emerging technologies and best practices to effectively address concerns inherent in properly optimizing advanced systems. With applications in areas such as bio-engineering, space exploration, industrial informatics, information security, and nuclear and renewable energies, this exceptional reference will serve as an important tool for decision makers, managers, researchers, economists, and industrialists across a wide range of scientific fields.

Chapter

Preface

Acknowledgment

Customer Relationship Management and Data Mining

Hybrid Optimization Techniques for Industrial Production Planning

Chaotic Systems and Their Recent Implementations on Improving Intelligent Systems

Supply Chain Design Including Quality Considerations

Power Management in Microgrids

Metaheuristics Methods for Configuration of Assembly Lines

Population-Based vs. Single Point Search Meta-Heuristics for a PID Controller Tuning

Fuzzy System Dynamics

Genetic Algorithms for Small Enterprises Default Prediction

The Use of Soft Computing in Management

Genetic Algorithms Quality Assessment Implementing Intuitionistic Fuzzy Logic

Melanocytic Lesions Screening through Particle Swarm Optimization

Quantification of Corporate Performance Using Fuzzy Analytic Network Process

Predicting Uncertain Behavior and Performance Analysis of the Pulping System in a Paper Industry using PSO and Fuzzy Methodology

Multi-Objective Generation Scheduling Using Genetic-Based Fuzzy Mathematical Programming Technique

Evaluation of Genetic Algorithm as Learning System in Rigid Space Interpretation

Data Mining Models as a Tool for Churn Reduction and Custom Product Development in Telecommunication Industries

Investigating the Efficiency of GRASP for the SDST HFS with Controllable Processing Times and Assignable Due Dates

Three Scenarios in Microgrid to Solve Management Problem for Residential Application Using Genetic Algorithms

An On-Line PSO-Based Fuzzy Logic Tuning Approach

Online Adaptive Neuro-Fuzzy Based Full Car Suspension Control Strategy

Metamodel-Based Optimum Design Examples of Structures

Applications of Reinforcement Learning and Bayesian Networks Algorithms to the Load-Frequency Control Problem

Non Linear and Non Gaussian States and Parameters Estimation using Bayesian Methods-Comparatives Studies

Multiscale Filtering and Applications to Chemical and Biological Systems

Hybrid Adaptive NeuroFuzzy Bspline Based SSSC Damping Control Paradigm

Modeling and Simulation of a Stand-Alone Hydrogen Photovoltaic Fuel Cell Hybrid System

Distributed Learning Algorithm Applications to the Scheduling of Wireless Sensor Networks

A Fuzzy Simulated Evolution Algorithm for Hard Problems

Fuzzy System Dynamics of Manpower Systems

Systems with Concentrating Solar Radiation

Widely Applicable Multi-Variate Decision Support Model for Market Trend Analysis and Prediction with Case Study in Retail

Compilation of References

About the Contributors

Index

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