Optimization of multi-pass turning operations using ant colony system

This paper proposes a new optimization technique based on the ant colony algorithm for solving multi-pass turning optimization problems. The cutting process has roughing and finishing stages. The machining parameters are determined by minimizing the unit production cost, subject to various practical...

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Bibliographic Details
Published in:International journal of machine tools & manufacture 2003-12, Vol.43 (15), p.1633-1639
Main Authors: Vijayakumar, K., Prabhaharan, G., Asokan, P., Saravanan, R.
Format: Article
Language:English
Subjects:
Ant colony algorithm
Applied sciences
Exact sciences and technology
Global search
Local search
Mathematical programming
Mechanical engineering. Machine design
Operational research and scientific management
Operational research. Management science
Optimization
Pheromone trail
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Summary:This paper proposes a new optimization technique based on the ant colony algorithm for solving multi-pass turning optimization problems. The cutting process has roughing and finishing stages. The machining parameters are determined by minimizing the unit production cost, subject to various practical machining constraints. The results indicate that the proposed ant colony framework is effective compared to other techniques carried out by different researchers.
ISSN:0890-6955
1879-2170
DOI:10.1016/S0890-6955(03)00081-6