Cohort Intelligence: A Socio-inspired Optimization Method

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Cohort Intelligence: A Socio-inspired Optimization Method

Artificial intelligence

Authors: Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham

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Collection: Intelligent Systems Reference Library

Language: English

Published by: Springer

Published on: 22nd September 2016

Format: LCP-protected ePub

Size: 1 Mb

ISBN: 9783319442549


Volume Overview

This Volume discusses the underlying principles and analysis of the different concepts associated with an emerging socio-inspired optimization tool referred to as Cohort Intelligence (CI). CI algorithms have been coded in Matlab and are freely available from the link provided inside the book. The book demonstrates the ability of CI methodology for solving combinatorial problems such as Traveling Salesman Problem and Knapsack Problem in addition to real world applications from the healthcare, inventory, supply chain optimization and Cross-Border transportation. The inherent ability of handling constraints based on probability distribution is also revealed and proved using these problems.

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