Title :
An Activity-List based Nested Partitions algorithm for Resource-Constrained Project Scheduling
Author :
Lei Xiao ; Jing Tian ; Zhenyuan Liu
Author_Institution :
Sch. of Autom., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
In this paper, we propose an Activity-List based Nested Partitions algorithm for solving the Resource-Constrained Project Scheduling Problem(RCPSP). This algorithm is based on traditional Serial Scheduling scheme (SSS) and partitions the feasible solution space which is formulated by activity-lists into subregions by the nested partitions approach. We also utilize Double Justification as local search to improve the solutions. The algorithm is tested on J120 in PSPLIB with the result that the algorithm is relatively effective for solving large-scale, complex RCPSPs.
Keywords :
minimisation; project management; scheduling; ALNP; PSPLIB; RCPSP; SSS; activity-list based nested partitions algorithm; double justification; local search; resource-constrained project scheduling; serial scheduling scheme; Algorithm design and analysis; Educational institutions; Heuristic algorithms; Job shop scheduling; Partitioning algorithms; Processor scheduling; Activity-List; Double Justification; Nested Partitions; Resource-Constrained Project Scheduling Problem; Serial Scheduling Schema;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7053289