The research of task assignment based on Ant Colony Algorithm

Author

Wang, Ziniu ; Li, Song ; Wang, Yan ; Li, Shaobo

Author_Institution

Center of Informationization Manage., Guizhou Univ., Guiyang, China

fYear

2009

fDate

9-12 Aug. 2009

Firstpage

2334

Lastpage

2339

Abstract

Ant Colony Algorithm newly appears as a heuristic algorithm, which has received much attention recently. It is applied to the assignment problem and an improved algorithm is presented to raise the search ability for the global optimization. The assignment problem based on the Ant Colony Algorithm is briefly introduced, and then the mathematical description and the procedure of the Ant Colony Algorithm problem are given. Base on that, the real case is given to demonstrate the superiority of the Ant Colony Algorithm.

Keywords

human resource management; optimisation; scheduling; search problems; ant colony algorithm; global optimization; heuristic algorithm; human resources scheduling; search ability; task assignment; Ant colony optimization; Automation; Conference management; Contracts; Educational institutions; Feedback; Heuristic algorithms; Humans; Mechatronics; Scheduling; Ant Colony Algorithm; Improved Ant Colony Algorithm; Positive Feedback Problem; Self-adaptive Perturbation Mechanism;

fLanguage

English

Publisher

ieee

Conference_Titel

Mechatronics and Automation, 2009. ICMA 2009. International Conference on

Conference_Location

Changchun

Print_ISBN

978-1-4244-2692-8

Electronic_ISBN

978-1-4244-2693-5

Type

conf

DOI

10.1109/ICMA.2009.5246570

Filename

5246570