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

By:

Kulkarni,A.J

Contributor(s):

Kulkarni,A.J

Material type: Text

TextPublication details: Pune Springer 2024Edition: 1Description: xi,134ISBN:

9783319442532

Subject(s):

Artificial Intelligence

DDC classification:

006.3/ KUL

Summary: 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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Holdings
Item type	Current library	Collection	Call number	Status	Notes	Barcode
Books	MITKRC Basement	Reference	006.3/ KUL (Browse shelf(Opens below))	Available	Faculty of Computer Science	208786

IN-54950 2025-03-06

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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