Hybrid Soft Computing Approaches: Research and Applications

✍ Scribed by Siddhartha Bhattacharyya, Paramartha Dutta, Susanta Chakraborty (eds.)

Publisher: Springer India
Year: 2016
Tongue: English
Leaves: 459
Series: Studies in Computational Intelligence 611
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

The book provides a platform for dealing with the flaws and failings of the soft computing paradigm through different manifestations. The different chapters highlight the necessity of the hybrid soft computing methodology in general with emphasis on several application perspectives in particular. Typical examples include (a) Study of Economic Load Dispatch by Various Hybrid Optimization Techniques, (b) An Application of Color Magnetic Resonance Brain Image Segmentation by Para Optimus LG Activation Function, (c) Hybrid Rough-PSO Approach in Remote Sensing Imagery Analysis, (d) A Study and Analysis of Hybrid Intelligent Techniques for Breast Cancer Detection using Breast Thermograms, and (e) Hybridization of 2D-3D Images for Human Face Recognition. The elaborate findings of the chapters enhance the exhibition of the hybrid soft computing paradigm in the field of intelligent computing.

✦ Table of Contents

Front Matter....Pages i-xiv
Front Matter....Pages 1-1
A Hybrid CS–GSA Algorithm for Optimization....Pages 3-35
Study of Economic Load Dispatch by Various Hybrid Optimization Techniques....Pages 37-74
Unsolved Problems of Ambient Computationally Intelligent TBM Algorithms....Pages 75-105
Hybridizing Differential Evolution Variants Through Heterogeneous Mixing in a Distributed Framework....Pages 107-151
Front Matter....Pages 153-153
Collaborative Simulated Annealing Genetic Algorithm for Geometric Optimization of Thermo-electric Coolers....Pages 155-183
Color Magnetic Resonance Brain Image Segmentation by ParaOptiMUSIG Activation Function: An Application....Pages 185-214
Convergence Analysis of Backpropagation Algorithm for Designing an Intelligent System for Sensing Manhole Gases....Pages 215-236
REFII Model as a Base for Data Mining Techniques Hybridization with Purpose of Time Series Pattern Recognition....Pages 237-270
A Soft Computing Approach for Targeted Product Promotion on Social Networks....Pages 271-304
Hybrid Rough-PSO Approach in Remote Sensing Imagery Analysis....Pages 305-327
A Study and Analysis of Hybrid Intelligent Techniques for Breast Cancer Detection Using Breast Thermograms....Pages 329-359
Neuro-Fuzzy Hybridized Model for Seasonal Rainfall Forecasting: A Case Study in Stock Index Forecasting....Pages 361-385
Hybridization of 2D-3D Images for Human Face Recognition....Pages 387-403
Neutrosophic Trust Evaluation Model in B2C E-Commerce....Pages 405-427
Immune-Based Feature Selection in Rigid Medical Image Registration Using Supervised Neural Network....Pages 429-456
Back Matter....Pages 457-457

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Software Engineering

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