Lot-Sizing and Scheduling for Flexible Flow Lines
Author | : Daniel Quadt |
Publisher | : Springer Science & Business Media |
Total Pages | : 240 |
Release | : 2012-09-14 |
ISBN-10 | : 9783642171017 |
ISBN-13 | : 364217101X |
Rating | : 4/5 (17 Downloads) |
Book excerpt: The book considers the lot-sizing and scheduling problem for flexible flow line production facilities. Flexible flow lines are flow lines with parallel machines on some or all production stages. They can be found in a vast number of industries. A three-phased solution approach is presented that solves the integrated lot-sizing and scheduling problem in a hierarchical manner. The approach is able to handle several important features relevant in industrial practice, such as back-orders and setup carry-over. The developed solution procedures solve practically sized problems in a relatively short amount of time. One of the procedures is based on a novel mixed integer programming (MIP) model, which employs integer variables instead of binary variables. This makes it possible to find (near-)optimal solutions using standard algorithms such as CPLEX. Another procedure uses two nested Genetic Algorithms. An application of the framework in the semiconductor industry is given.