Title :
A hybrid algorithm for earliness-tardiness scheduling problem with sequence dependent setup time
Author :
Wang, Li ; Wang, Mengguang
Author_Institution :
Inf. Sci. & Eng. Coll., Northeastern Univ., Boston, MA, USA
Abstract :
In this paper, we consider single machine earliness-tardiness scheduling problem with sequence dependent setup time under different due dates. The objective is to minimize the penalty function, which includes the penalty of completion time of the job is early or tardy for its due date and the penalty of total setup time between jobs. For this problem, we form a hybrid algorithm by combining the heuristic with a genetic algorithm after giving a heuristic. The results of experiment show this algorithm is efficient
Keywords :
genetic algorithms; heuristic programming; minimisation; scheduling; due dates; earliness-tardiness scheduling problem; genetic algorithm; heuristic; hybrid algorithm; penalty function minimization; sequence dependent setup time; Casting; Continuous production; Educational institutions; Genetic algorithms; Information science; Iron; Job shop scheduling; Metals industry; Scheduling algorithm; Single machine scheduling;
Conference_Titel :
Decision and Control, 1997., Proceedings of the 36th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4187-2
DOI :
10.1109/CDC.1997.657619