Cohort Intelligence: A Socio-inspired Optimization Method (Intelligent Systems Reference Library, 114)

Kulkarni, Anand Jayant, Krishnasamy, Ganesh, Abraham, Ajith

ISBN 10: 3319830228 / ISBN 13: 9783319830223

Editore: Springer, 2018

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Codice articolo ERICA80033198302286

Dati bibliografici

• Titolo: Cohort Intelligence: A Socio-inspired Optimization Method (Intelligent Systems Reference Library, 114)
• Editore: Springer
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3319830228
• ISBN 13: 9783319830223
• Rilegatura: Paperback
• Condizione: New
• Tipo di libro: book

Descrizione articolo

Riassunto

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.