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    Hybrid soft computing approaches : research and applications / Siddhartha Bhattacharyya, Paramartha Dutta, Susanta Chakraborty, editors.

    Contributor(s): Bhattacharyya, Siddhartha, 1975- [editor.] | Dutta, Paramartha [editor.] | Chakraborty, Susanta [editor.]Material type: TextTextSeries: Studies in computational intelligence, volume 611Publisher: New Delhi : Springer, [2016]Description: xiv, 457 pages : illustrations (black and white), 1 map (black and white) ; 25 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9788132225430; 8132225430Subject(s): Hybrid computers | Soft computing | Software engineering | Hybrid computers | Soft computing | Software engineeringAdditional physical formats: Electronic version:: Hybrid soft computing approaches.DDC classification: 006.3 LOC classification: QA76.9.S63Also issued online.
    Contents:
    Machine generated contents note: pt. I Hybrid Soft Computing Approaches: Research -- A Hybrid CS -- GSA Algorithm for Optimization / Rutuparna Panda -- Study of Economic Load Dispatch by Various Hybrid Optimization Techniques / Anirban Mukherjee -- Unsolved Problems of Ambient Computationally Intelligent TBM Algorithms / Shibasish Chowdhury -- Hybridizing Differential Evolution Variants Through Heterogeneous Mixing in a Distributed Framework / C. Shunmuga Velayutham -- pt. II Hybrid Soft Computing Approaches: Applications -- Collaborative Simulated Annealing Genetic Algorithm for Geometric Optimization of Thermo-electric Coolers / Vo N. Dieu -- Color Magnetic Resonance Brain Image Segmentation by ParaOptiMUSIG Activation Function: An Application / Siddhartha Bhattacharyya -- Convergence Analysis of Backpropagation Algorithm for Designing an Intelligent System for Sensing Manhole Gases / Hiranmay Saha.
    Note continued: REFII Model as a Base for Data Mining Techniques Hybridization with Purpose of Time Series Pattern Recognition / Leo Mrsic -- A Soft Computing Approach for Targeted Product Promotion on Social Networks / Hema Banati -- Hybrid Rough-PSO Approach in Remote Sensing Imagery Analysis / Rajib Das -- A Study and Analysis of Hybrid Intelligent Techniques for Breast Cancer Detection Using Breast Thermograms / Gautam Majumdar -- Neuro-Fuzzy Hybridized Model for Seasonal Rainfall Forecasting: A Case Study in Stock Index Forecasting / Pritpal Singh -- Hybridization of 2D-3D Images for Human Face Recognition / Mita Nasipuri -- Neutrosophic Trust Evaluation Model in B2C E-Commerce / Anurag Bishnoi -- Immune-Based Feature Selection in Rigid Medical Image Registration Using Supervised Neural Network / Paramartha Dutta.
    Summary: 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 ParaOptiMUSIG 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.
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    "ISSN 1860-9503 (electronic)"--Title page verso.

    Formerly CIP. Uk

    Includes bibliographical references and author index.

    Machine generated contents note: pt. I Hybrid Soft Computing Approaches: Research -- A Hybrid CS -- GSA Algorithm for Optimization / Rutuparna Panda -- Study of Economic Load Dispatch by Various Hybrid Optimization Techniques / Anirban Mukherjee -- Unsolved Problems of Ambient Computationally Intelligent TBM Algorithms / Shibasish Chowdhury -- Hybridizing Differential Evolution Variants Through Heterogeneous Mixing in a Distributed Framework / C. Shunmuga Velayutham -- pt. II Hybrid Soft Computing Approaches: Applications -- Collaborative Simulated Annealing Genetic Algorithm for Geometric Optimization of Thermo-electric Coolers / Vo N. Dieu -- Color Magnetic Resonance Brain Image Segmentation by ParaOptiMUSIG Activation Function: An Application / Siddhartha Bhattacharyya -- Convergence Analysis of Backpropagation Algorithm for Designing an Intelligent System for Sensing Manhole Gases / Hiranmay Saha.

    Note continued: REFII Model as a Base for Data Mining Techniques Hybridization with Purpose of Time Series Pattern Recognition / Leo Mrsic -- A Soft Computing Approach for Targeted Product Promotion on Social Networks / Hema Banati -- Hybrid Rough-PSO Approach in Remote Sensing Imagery Analysis / Rajib Das -- A Study and Analysis of Hybrid Intelligent Techniques for Breast Cancer Detection Using Breast Thermograms / Gautam Majumdar -- Neuro-Fuzzy Hybridized Model for Seasonal Rainfall Forecasting: A Case Study in Stock Index Forecasting / Pritpal Singh -- Hybridization of 2D-3D Images for Human Face Recognition / Mita Nasipuri -- Neutrosophic Trust Evaluation Model in B2C E-Commerce / Anurag Bishnoi -- Immune-Based Feature Selection in Rigid Medical Image Registration Using Supervised Neural Network / Paramartha Dutta.

    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 ParaOptiMUSIG 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.

    Also issued online.

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