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Cohort intelligencea socio-inspired ...

Abraham, Ajith.

Cohort intelligencea socio-inspired optimization method /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Cohort intelligenceby Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham.
其他題名:	a socio-inspired optimization method /
作者:	Kulkarni, Anand Jayant.
其他作者:	Krishnasamy, Ganesh.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xi, 134 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Computational intelligence.
電子資源:	http://dx.doi.org/10.1007/978-3-319-44254-9
ISBN:	9783319442549$q(electronic bk.)

Cohort intelligencea socio-inspired optimization method /
Kulkarni, Anand Jayant.

Cohort intelligencea socio-inspired optimization method /[electronic resource] :by Anand Jayant Kulkarni, Ganesh Krishnasamy, Ajith Abraham. - Cham :Springer International Publishing :2017. - xi, 134 p. :ill., digital ;24 cm. - Intelligent systems reference library,v.1141868-4394 ;. - Intelligent systems reference library ;v.24..

Introduction To Optimization -- Socio-Inspired Optimization Using Cohort Intelligence -- Cohort Intelligence For Constrained Test Problems -- Modified Cohort Intelligence For Solving Machine Learning Problems -- Solution To 0-1 Knapsack Problem Using Cohort Intelligence Algorithm -- Cohort Intelligence For Solving Travelling Salesman Problems -- Solution To A New Variant Of The Assignment Problem Using Cohort Intelligence Algorithm -- Solution To Sea Cargo Mix (Scm) Problem Using Cohort Intelligence Algorithm -- Solution To The Selection Of Cross-Border Shippers (Scbs) Problem -- Conclusions And Future Directions.

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.

ISBN: 9783319442549$q(electronic bk.)

Standard No.: 10.1007/978-3-319-44254-9doiSubjects--Topical Terms:

210824
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

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