Multiple response optimization using mixture-designed experiments and desirability functions in semiconductor scheduling

Autor: Daniel Mccarville, John W. Fowler, Dwayne A. Rollier, Russ M. Dabbas
Rok vydání: 2003
Předmět:
Zdroj: International Journal of Production Research. 41:939-961
ISSN: 1366-588X
0020-7543
Popis: Today's highly competitive semiconductor markets place a great emphasis on responsiveness to customers. In the past, competition has primarily focused on the product design arena. More recently, short lead times and good on-time delivery performance have become equally important to winning customer satisfaction. To meet these criteria, a recent thrust of manufacturing management has focused on the use of effective scheduling techniques to manage wafer movement. Dabbas and Fowler (1999) proposed an approach that combines multiple dispatching criteria into a single rule with the objective of maximizing multiple response measures simultaneously. This is accomplished using a linear combination with relative weights. The weights identify the contribution of the different criteria. This paper details the use of experimental design methodology as well as a desirability function approach in the optimization of the weights' assignment to the different criteria. The basic idea of the desirability function approach ...
Databáze: OpenAIRE