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Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

โœ Scribed by Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni

Publisher
Springer Singapore;Springer
Year
2021
Tongue
English
Leaves
134
Series
Springer Series in Advanced Manufacturing
Edition
1st ed.
Category
Library
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โœฆ Synopsis

This book discusses comprehensively the advanced manufacturing processes, including illustrative examples of the processes, mathematical modeling, and the need to optimize associated parameter problems. In addition, it describes in detail the cohort intelligence methodology and its variants along with illustrations, to help readers gain a better understanding of the framework. The theoretical and statistical rigor is validated by comparing the solutions with evolutionary algorithms, simulation annealing, response surface methodology, the firefly algorithm, and experimental work. Lastly, the book critically reviews several socio-inspired optimization methods.

โœฆ Table of Contents

Front Matter ....Pages i-x
Introduction to Advanced Manufacturing Processes and Optimization Methodologies (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 1-17
A Brief Review of Socio-inspired Metaheuristics (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 19-29
Multi Cohort Intelligence Algorithm (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 31-63
Optimization of Electric Discharge Machining (EDM) (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 65-75
Optimization of Abrasive Water Jet Machining (AWJM) (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 77-86
Optimization of Micro Milling Process (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 87-96
Optimization of Micro Drilling Process (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 97-110
Optimization of Micro Drilling of CFRP Composites for Aerospace Applications (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 111-118
Optimization of Micro-turning Process (Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni)....Pages 119-126
Back Matter ....Pages 127-128

โœฆ Subjects

Engineering; Computational Intelligence; Optimization

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