Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

£89.50

Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

Optimization Production and industrial engineering Artificial intelligence

Authors: Apoorva Shastri, Aniket Nargundkar, Anand J. Kulkarni

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Collection: Springer Series in Advanced Manufacturing

Language: English

Published by: Springer

Published on: 11th August 2020

Format: LCP-protected ePub

Size: 14 Mb

ISBN: 9789811577970


Overview

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.

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