DocumentCode :
356764
Title :
Effective heuristic and metaheuristic approaches to optimize component placement in printed circuit board assembly
Author :
Burke, Edmund K. ; Cowling, Peter I. ; Keuthen, Ralf
Author_Institution :
Sch. of Comput. Sci. & IT, Nottingham Univ., UK
Volume :
1
fYear :
2000
fDate :
2000
Firstpage :
301
Abstract :
Considers a scheduling problem that arises for numerically controlled machines in the manufacture of printed circuit boards. In order to maximize the throughput rate of these machines, the time taken for the pick-and-place sequence of components for each board has to be minimized. The determination of good pick-and-place sequences on a single placement machine gives rise to three related problems, namely the assignment of component types to feeder slots, the problem of tool changes and the sequence itself. In this paper, we consider a sophisticated type of placement machinery equipped with multiple placement heads. We introduce a suitable model for this complex scheduling problem and present tailored constructive and local search heuristics to determine good, locally optimal solutions. We embed the local search techniques proposed in the variable neighborhood search metaheuristic framework to find still better locally optimal solutions and effectively search a larger part of the solution space. The heuristics have been implemented and applied to a panel of 12 test circuit boards to analyze their performance
Keywords :
assembling; circuit layout CAD; circuit optimisation; heuristic programming; minimisation; numerical control; printed circuit layout; printed circuit manufacture; scheduling; search problems; PCB manufacture; component placement optimization; component type assignment; feeder slots; local search heuristics; locally optimal solutions; metaheuristic approach; multiple placement heads; numerically controlled machines; performance; pick-and-place sequence; placement machinery; printed circuit board assembly; scheduling; tailored constructive heuristics; throughput rate; time minimization; tool changes; variable neighborhood search; Assembly; Circuit testing; Computer science; Electronic components; Job shop scheduling; Machinery; Manufacturing industries; Printed circuits; Production; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2000. Proceedings of the 2000 Congress on
Conference_Location :
La Jolla, CA
Print_ISBN :
0-7803-6375-2
Type :
conf
DOI :
10.1109/CEC.2000.870310
Filename :
870310
Link To Document :
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