Decision aiding model with entropy-based subjective utility

被引：9

作者：

Aggarwal, Manish ^{[1
]}

机构：

[1] Indian Inst Management Ahmedabad, Ahmadabad, Gujarat, India

来源：

INFORMATION SCIENCES | 2019年 / 501卷

关键词：

INFORMATION; ELICITATION; OPTIMIZATION; UNCERTAINTY;

D O I：

10.1016/j.ins.2018.08.063

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

An entropy-based method is presented to model a decision-maker's (DM's) subjective utility for a criterion value. The proposed method considers distribution of all the values that the criterion takes for the given set of alternatives. Based on the utility so modeled, and and the DM's attitudinal character, a multi criteria decision aiding (MCDA) approach is developed to find the best alternative. The proposed method and the approach are applied in a real car selection case-study. (C) 2018 Elsevier Inc. All rights reserved.

引用

页码：558 / 572

页数：15

共 50 条

[1] Expected Utility and Entropy-Based Decision-Making Model for Large Consumers in the Smart Grid
Gao, Bingtuan
Wu, Cheng
Wu, Yingjun
Tang, Yi
[J]. ENTROPY, 2015, 17 (10) : 6560 - 6575
[2] Entropy-Based Subjective Choice Models
Aggarwal, Manish
[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34 (05) : 2164 - 2175
[3] A decision model based on expected utility, entropy and variance
Brito, Irene
[J]. APPLIED MATHEMATICS AND COMPUTATION, 2020, 379 (379)
[4] Maximum decision entropy-based attribute reduction in decision-theoretic rough set model
Gao, Can
Lai, Zhihui
Zhou, Jie
Zhao, Cairong
Miao, Duoqian
[J]. KNOWLEDGE-BASED SYSTEMS, 2018, 143 : 179 - 191
[5] AN ENTROPY-BASED MODAL SPLIT MODEL
JORNSTEN, KO
LUNDGREN, JT
[J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1989, 23 (05) : 345 - 359
[6] An Entropy-Based Model for Hierarchical Learning
Asadi, Amir R.
[J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2024, 25 : 1 - 45
[7] A relative decision entropy-based feature selection approach
Jiang, Feng
Sui, Yuefei
Zhou, Lin
[J]. PATTERN RECOGNITION, 2015, 48 (07) : 2151 - 2163
[8] Entropy-based complexity measures for dynamic decision processes
Wang, H
Efstathiou, J
Yang, JB
[J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 12 (5-6): : 829 - 848
[9] Rank Entropy-Based Decision Trees for Monotonic Classification
Hu, Qinghua
Che, Xunjian
Zhang, Lei
Zhang, David
Guo, Maozu
Yu, Daren
[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 24 (11) : 2052 - 2064
[10] INVESTMENT DECISION MAKING USING A COMBINED FACTOR ANALYSIS AND ENTROPY-BASED TOPSIS MODEL
Hsu, Li-Chang
[J]. JOURNAL OF BUSINESS ECONOMICS AND MANAGEMENT, 2013, 14 (03) : 448 - 466

← 1 2 3 4 5 →