Title :
Scheduling flexible flow shops with no setup effects
Author :
Chang, Shi-Chung ; Liao, Da-Yin
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
4/1/1994 12:00:00 AM
Abstract :
This paper presents an efficient, optimization model-based approach for scheduling the production of discrete-part, make-to-order type of flexible flow shops, where setup effects are negligible. A nominal scheduling algorithm based on Lagrangian relaxation and minimum cost linear network flow is first developed for scheduling under nominal conditions. Fast rescheduling algorithms that exploit the economic interpretation of the Lagrange multipliers and the network structure of production flows are then proposed for timely adjusting the nominal schedule to cope with disturbances. Numerical results on realistic examples demonstrate that our methodology is quite effective; it generates near-optimal schedules, provides relatively smooth adjustment for small disturbances, and is computationally efficient
Keywords :
optimal control; optimisation; production control; relaxation theory; Lagrange multipliers; Lagrangian relaxation; flexible flow shop scheduling; minimum cost linear network flow; network structure; optimization model based approach; production control; production flows; setup effects; Feedback; Job shop scheduling; Optimal control; Optimal scheduling; Processor scheduling; Production; Productivity; Robotics and automation; Scheduling algorithm; Uncertainty;
Journal_Title :
Robotics and Automation, IEEE Transactions on