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Multiple Criteria Decision Aid. Methods, Examples and Python Implementations

✍ Scribed by Jason Papathanasiou, Nikolaos Ploskas


Publisher
Springer
Year
2018
Tongue
English
Leaves
179
Category
Library

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✦ Table of Contents


Foreword......Page 3
Preface......Page 6
Contents......Page 9
1 TOPSIS......Page 12
Methodology......Page 13
1.2.1 Numerical Example......Page 15
1.2.2 Python Implementation......Page 17
1.2.3 Rank Reversal......Page 23
1.3.1 Preliminaries: Elements of Fuzzy Numbers Theory......Page 25
1.3.2 Fuzzy TOPSIS Methodology......Page 27
1.3.3 Numerical Example......Page 31
1.3.4 Python Implementation......Page 33
Refs......Page 39
2 VIKOR......Page 42
Methodology......Page 43
2.2.1 Numerical Example......Page 46
2.2.2 Python Implementation......Page 49
2.3.1 Preliminaries: Trapezoidal Fuzzy Numbers......Page 51
2.3.2 Fuzzy VIKOR Methodology......Page 53
2.3.3 Numerical Example......Page 56
2.3.4 Python Implementation......Page 57
Refs......Page 65
3 PROMETHEE......Page 67
Methodology......Page 68
3.2.1 Numerical Example......Page 75
3.2.2 Python Implementation......Page 81
3.2.3 Visual Decision Aid: The GAIA Method......Page 87
PROMETHEE Group Decision Support System......Page 88
PROMETHEE V......Page 90
3.4.1 Numerical Example......Page 95
3.4.2 Python Implementation......Page 96
Refs......Page 97
Methodology......Page 100
4.2.1 Numerical Example......Page 107
4.2.2 Python Implementation......Page 110
Refs......Page 116
5 AHP......Page 117
Methodology......Page 118
5.2.1 Numerical Example......Page 122
5.2.2 Python Implementation......Page 125
5.2.3 Rank Reversal......Page 132
Refs......Page 135
6 Goal Programming......Page 138
Classical Goal Programming......Page 139
6.2.1 Numerical Example......Page 145
6.2.2 Python Implementation......Page 150
Weighted Goal Programming......Page 153
6.3.1 Numerical Example......Page 155
6.3.2 Python Implementation......Page 156
Lexicographic Goal Programming......Page 158
6.4.1 Numerical Example......Page 159
6.4.2 Python Implementation......Page 162
Chebyshev Goal Programming......Page 165
6.5.1 Numerical Example......Page 166
6.5.2 Python Implementation......Page 168
Refs......Page 170
Revised Simos......Page 172
Index......Page 177


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