An extended pattern search algorithm for three-dimensional component layout

Authors
Citation
S. Yin et J. Cagan, An extended pattern search algorithm for three-dimensional component layout, J MEC DESIG, 122(1), 2000, pp. 102-108
Citations number
29
Categorie Soggetti
Mechanical Engineering
Journal title
JOURNAL OF MECHANICAL DESIGN
ISSN journal
10500472 → ACNP
Volume
122
Issue
1
Year of publication
2000
Pages
102 - 108
Database
ISI
SICI code
1050-0472(200003)122:1<102:AEPSAF>2.0.ZU;2-8
Abstract
An extended pattern search algorithm is introduced for efficient component layout optimization. The algorithm is applicable to general layout problems , where component geometry can be arbitrary, design goals can be multiple a nd spatial constraint satisfactions can be of different types. Extensions t o pattern search are introduced to help the algorithm to converge to optima l solutions by escaping inferior local minima. The performance on all of th e test problems shows that the algorithm runs one-to-two orders of magnitud e faster than a robust simulated annealing- based algorithm for results wit h the same quality. The algorithm is further extended to solve a concurrent layout and renting problem, which demonstrates the ability of the algorith m to apply new pattern strategies in search and to include different object ive functions in optimization. [S1050-0472(00)01901-2].