Title :
Operation sequencing using ant colony optimization technique
Author :
Jain, P.K. ; Gupta, Vivek Kumar
Author_Institution :
Dept. of Mech. & Ind. Eng., Indian Inst. of Technol., Roorkee, India
Abstract :
The operation-sequencing problem in process planning is considered to produce a part with the objective of minimizing the sum of machine, setup and tool change costs. In general, the problem has combinatorial characteristics and complex precedence relations, which makes the problem difficult to solve. In this paper ant colony optimization technique has been used to solve this sequencing problem. Present approach analyses the precedence relationships among features to generate a precedence relationship matrix (PRM).
Keywords :
optimisation; process planning; ant colony optimization; operation sequencing; precedence relationship matrix; process planning; Ant colony optimization; Cost function; Cutting tools; Industrial relations; Machinery production industries; Machining; Manufacturing processes; Optimized production technology; Process planning; Simulated annealing; Ant colony optimization; operation sequencing;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571157