A group AHP-TOPSIS framework for human spaceflight mission planning at NASA

被引:107
作者
Tavana, Madjid [1 ]
Hatami-Marbini, Adel [2 ]
机构
[1] La Salle Univ, Lindback Distinguished Chair Informat Syst, Philadelphia, PA 19141 USA
[2] Catholic Univ Louvain, CORE, Louvain Sch Management, B-1348 Louvain, Belgium
关键词
Group multi-attribute decision making; Analytic hierarchy process; TOPSIS; Entropy; Adjusted TOPSIS; Modified TOPSIS; Human spaceflight; NASA; ANALYTIC HIERARCHY PROCESS; MULTIATTRIBUTE DECISION-MAKING; SUPPORT-SYSTEM; RANK REVERSAL; MODEL;
D O I
10.1016/j.eswa.2011.04.108
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Human spaceflight mission planning is a complex task with many interacting systems and mission phases. Analog missions are Earth-based science missions whose purpose is to help understand the complexities inherent in future human spaceflight missions. The goal of performing an analog mission is to prepare crewmembers and support teams for future space missions in a low risk-low cost environment by repeatedly testing vehicles, habitats, and surface terrain simulators. This study presents a group multi-attribute decision making (MADM) framework developed at the Johnson Space Center (JSC) for the Integrated human exploration mission simulation facility (INTEGRITY) project to assess the priority of human spaceflight mission simulators. The proposed framework integrates subjective judgments derived from the analytic hierarchy process (AHP) with the entropy information and the technique for order preference by similarity to the ideal solution (TOPSIS) into a series of preference models for the human exploration of Mars. Three different variations of TOPSIS including conventional, adjusted and modified TOPSIS methods are considered in the proposed framework. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:13588 / 13603
页数:16
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