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Cohort Intelligence: A Socio-inspired Optimization Method

Ajith Abraham, Ganesh Krishnasamy, Anand Jayant Kulkarni

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Allgemeines, Lexika

Beschreibung

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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Schlagwörter

Socio-inspired AI Optimization, Cohort Intelligence Methodology, Intelligent Systems, Socio-inspired Optimization, Knapsack Problem, Traveling Salesman Problem, Computational Intelligence