Title :
Cell formation problem: An multithreading Tabu search for setup time optimization for limited machine magazines: A New Solution For A Classical Problem
Author :
Gomez, Arthur T. ; Ferrary, Felipe R. ; dos Santos, Jose V.Canto ; Chiwiacowsky, Leonardo
Author_Institution :
Universidade do Vale do Rio dos Sinos - PIPCA, Av. Unisinos, 950, São Leopoldo - RS, Brazil
Abstract :
This paper aims to present a solution for the Manufacturing Cell Formation Problem through the use of a multithreading Tabu Search that uses deterministic methods to effectively explore local optimum areas. Manufacturing Cell Formation problem involves the process of analysing parts and groups them according to their similarity. This paper aims maximize the production efficiency, by minimizing the machine setup time in a limited magazine size through the reduction of tool changes by creating clusters of parts that share machining tools and present an initial scheduling based on tool changes reduction. In order to valid the proposed algorithm, the results obtained are compared against other Tabu Search solutions proposed in the literature.
Keywords :
Clustering algorithms; Linear programming; Manufacturing; Matrix decomposition; Multithreading; Optimization; Search problems; Machine Setup Time Optimization; Manufacturing Cell Formation; Tabu Search;
Conference_Titel :
Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on