Study of Mathematical Model and Ant Colony Optimization (ACO)

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29059

Study of Mathematical Model and Ant Colony Optimization (ACO)

Dr. Pawandeep Chahal
Dr. Pawandeep Chahal Desh Bhagat Institute of Engg. & Management Moga, Punjab, India
DOI

Abstract

In this paper we define those mathematical notions and terms that are useful about ACO and the relationships between ACO and other frameworks for optimization and control. This chapter defines and discusses the characteristics of: (i) the combinatorial optimization problems addressed by ACO, (ii) construction heuristics for combinatorial problems, (iii) the equivalence between solution construction and sequential decision process (iv) the graphical tools (state graph and construction graph) that can be used to represent and reason on the structure and dynamics of construction processes.

Study of Mathematical Model and Ant Colony Optimization (ACO)

In this paper we define those mathematical notions and terms that are useful about ACO and the relationships between ACO and other frameworks for optimization and control. This chapter defines and discusses the characteristics of: (i) the combinatorial optimization problems addressed by ACO, (ii) construction heuristics for combinatorial problems, (iii) the equivalence between solution construction and sequential decision process (iv) the graphical tools (state graph and construction graph) that can be used to represent and reason on the structure and dynamics of construction processes.

Dr. Pawandeep Chahal
Dr. Pawandeep Chahal Desh Bhagat Institute of Engg. & Management Moga, Punjab, India

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Dr. Pawandeep Chahal. 2013. “. Global Journal of Research in Engineering – J: General Engineering GJRE-J Volume 12 (GJRE Volume 12 Issue J4): .

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Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

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Study of Mathematical Model and Ant Colony Optimization (ACO)

Dr. Pawandeep Chahal
Dr. Pawandeep Chahal Desh Bhagat Institute of Engg. & Management Moga, Punjab, India

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