Decerns: A Framework for Multi-Criteria Decision Analysis

被引：31
|
作者：
Yatsalo, Boris [1 ]
Didenko, Vladimir [1 ]
Gritsyuk, Sergey [1 ]
Sullivan, Terry [2 ]
机构：
[1] Natl Res Nucl Univ MEPHI IATE NRNU MEPHI, Dept Informat Syst, Obninsk, Russia
[2] Brookhaven Natl Lab, Environm Res & Technol Div, Upton, NY 11973 USA
来源：
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | 2015年 / 8卷 / 03期
关键词：
MCDA systems; Multi-Criteria Decision Analysis; Risk Management; Spatial Decision Support Systems; Uncertainty analysis; Land-use Planning; ACCEPTABILITY ANALYSIS; RISK-ASSESSMENT; FUZZY AHP; TOPSIS; SELECTION; GIS; PROMETHEE; ALTERNATIVES; METHODOLOGY; SITES;
D O I：
10.1080/18756891.2015.1023586
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new framework, Decerns, for multicriteria decision analysis (MCDA) of a wide range of practical problems on risk management is introduced. Decerns framework contains a library of modules that are the basis for two scalable systems: DecernsMCDA for analysis of multicriteria problems, and DecernsSDSS for multicriteria analysis of spatial options. DecernsMCDA includes well known MCDA methods and original methods for uncertainty treatment based on probabilistic approaches and fuzzy numbers. These MCDA methods are described along with a case study on analysis of multicriteria location problem.
引用
收藏
页码：467 / 489
页数：23
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