Title :
A heuristic algorithm for minimizing total absolute deviation from distinct due dates on a single machine
Author :
You Li ; Zhibin Jiang ; Wenyou Jia
Author_Institution :
Dept. of Ind. Eng. & Manage., Shanghai Jiao Tong Univ. (SJTU), Shanghai, China
Abstract :
In this paper, we present a heuristic algorithm for minimizing total absolute deviation from distinct due dates on a single machine. First, several dominance properties related are established using proof by adjacent pairwise interchanges. Then, a detailed procedure of the proposed algorithm is given. The proposed algorithm is tested on a set of randomly generated problem instances. Results of numerical experiments show that the heuristic algorithm is computationally efficient, and it can obtain a good enough solution within an acceptable time.
Keywords :
single machine scheduling; adjacent pairwise interchange; distinct due dates; dominance properties; heuristic algorithm; single machine; total absolute deviation minimization; Algorithm design and analysis; Clustering algorithms; Computational efficiency; Educational institutions; Heuristic algorithms; Linear programming; Schedules; adjacent pairwise interchanges; distinct due dates; earliness; tardiness;
Conference_Titel :
Automation Science and Engineering (CASE), 2013 IEEE International Conference on
Conference_Location :
Madison, WI
DOI :
10.1109/CoASE.2013.6653966