Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm

Bin Xu; Fuchun Sun; Yang Liu; Peng Wang

Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm

Bin Xu
, Fuchun Sun
, Yang Liu
, Peng Wang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

One two-stage task allocation strategy is proposed for multi-spacecraft cooperation during the long-range orbit transfer with two impulses. This paper focuses on the task value maximum and cost minimum optimization by assigning spacecraft to different task. At the first stage time and energy cost are considered based on the spacecraft dynamics. The optimization result is together with the target value as the factor for the task allocation model at the second stage. The optimization is processed separately in continuous and discrete time domain with estimation of distribution algorithm (EDA). Different task allocation mode is formulated and the strategy is verified by simulation study.

Original language	English
Title of host publication	ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
Pages	1381-1386
Number of pages	6
State	Published - 2011
Externally published	Yes
Event	8th Asian Control Conference, ASCC 2011 - Kaohsiung, Taiwan, Province of China Duration: 15 May 2011 → 18 May 2011

Publication series

Name	ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings

Conference

Conference	8th Asian Control Conference, ASCC 2011
Country/Territory	Taiwan, Province of China
City	Kaohsiung
Period	15/05/11 → 18/05/11

Cite this

@inproceedings{696eaefe61954bcb80fd08c8edb2cbf8,

title = "Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm",

abstract = "One two-stage task allocation strategy is proposed for multi-spacecraft cooperation during the long-range orbit transfer with two impulses. This paper focuses on the task value maximum and cost minimum optimization by assigning spacecraft to different task. At the first stage time and energy cost are considered based on the spacecraft dynamics. The optimization result is together with the target value as the factor for the task allocation model at the second stage. The optimization is processed separately in continuous and discrete time domain with estimation of distribution algorithm (EDA). Different task allocation mode is formulated and the strategy is verified by simulation study.",

author = "Bin Xu and Fuchun Sun and Yang Liu and Peng Wang",

year = "2011",

language = "英语",

isbn = "9788995605646",

series = "ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings",

pages = "1381--1386",

booktitle = "ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings",

note = "8th Asian Control Conference, ASCC 2011 ; Conference date: 15-05-2011 Through 18-05-2011",

}

Xu, B, Sun, F, Liu, Y & Wang, P 2011, Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm. in ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings., 5899274, ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings, pp. 1381-1386, 8th Asian Control Conference, ASCC 2011, Kaohsiung, Taiwan, Province of China, 15/05/11.

Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm. / Xu, Bin; Sun, Fuchun; Liu, Yang et al.
ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings. 2011. p. 1381-1386 5899274 (ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm

AU - Xu, Bin

AU - Sun, Fuchun

AU - Liu, Yang

AU - Wang, Peng

PY - 2011

Y1 - 2011

N2 - One two-stage task allocation strategy is proposed for multi-spacecraft cooperation during the long-range orbit transfer with two impulses. This paper focuses on the task value maximum and cost minimum optimization by assigning spacecraft to different task. At the first stage time and energy cost are considered based on the spacecraft dynamics. The optimization result is together with the target value as the factor for the task allocation model at the second stage. The optimization is processed separately in continuous and discrete time domain with estimation of distribution algorithm (EDA). Different task allocation mode is formulated and the strategy is verified by simulation study.

AB - One two-stage task allocation strategy is proposed for multi-spacecraft cooperation during the long-range orbit transfer with two impulses. This paper focuses on the task value maximum and cost minimum optimization by assigning spacecraft to different task. At the first stage time and energy cost are considered based on the spacecraft dynamics. The optimization result is together with the target value as the factor for the task allocation model at the second stage. The optimization is processed separately in continuous and discrete time domain with estimation of distribution algorithm (EDA). Different task allocation mode is formulated and the strategy is verified by simulation study.

UR - https://www.scopus.com/pages/publications/80052008510

M3 - 会议稿件

AN - SCOPUS:80052008510

SN - 9788995605646

T3 - ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings

SP - 1381

EP - 1386

BT - ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings

T2 - 8th Asian Control Conference, ASCC 2011

Y2 - 15 May 2011 through 18 May 2011

ER -

Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm

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