Title :
Resource Planning and Scheduling of Payload for Satellite with a Discrete Binary Version of Differential Evolution
Author_Institution :
Dept. of Comput. Sci. & Eng., Hubei Univ. of Educ., Wuhan, China
Abstract :
The resource planning and scheduling technology of payload is to arrange the works states of various payloads to carry out missions by optimizing the scheme of the resources. Based on the analysis of the satellitepsilas functions and the payloadpsilas resource constraints, a proactive planning and scheduling strategy based on the availability of consumable and replenishable resources in time-order is employed along with dividing the planning and scheduling period to several pieces. Consequently, the planning and scheduling is modeled as a combinatorial optimization. To solve the resource planning and scheduling, a discrete binary version of differential evolution (DBDE) is employed which was derived from the traditional differential evolution (DE) and customized to combinatorial optimizations. The simulation results have shown the feasibility and effectiveness.
Keywords :
artificial satellites; combinatorial mathematics; optimisation; scheduling; combinatorial optimization; combinatorial optimizations; differential evolution; discrete binary version of differential evolution; replenishable resources; resource planning; satellite payload scheduling; scheduling technology; Availability; Costs; Memory management; Payloads; Processor scheduling; Satellites; Scheduling algorithm; Space vehicles; Strategic planning; Technology planning; differential evolution; payload; planning and scheduling;
Conference_Titel :
Control, Automation and Systems Engineering, 2009. CASE 2009. IITA International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-0-7695-3728-3
DOI :
10.1109/CASE.2009.54