Mathematical Problems in Engineering

Research Article

Multicriteria Ordered the Profile Clustering Algorithm Based on PROMETHEE and Fuzzy c-Means

Table 2

Ranking of alternatives based on net outranking within and between the clusters, i.e., (Cluster # Rank of , Rank of ) is given.
CountriesFCMMOPFCMOKM
Iceland(1, 1, 1)(1, 1, 1)(1, 1, 1)
Norway(1, 2, 2)(1, 2, 2)(1, 2, 2)
Canada(1, 3, 3)(1, 3, 3)(1, 3, 3)
Australia(1, 4, 4)(1, 4, 4)(1, 4, 4)
Ireland(1, 5, 5)(1, 6, 6)(1, 6, 6)
Netherland(1, 6, 6)(1, 7, 7)(1, 7, 7)
Sweden(1, 7, 7)(1, 5, 5)(1, 5, 5)
Japan(1, 8, 8)(1, 8, 8)(1, 8, 8)
Luxembourg(1, 8, 8)(1, 11, 11)(1, 11, 11)
Switzerland(1, 10, 10)(1, 10, 10)(1, 10, 10)
France(1, 11, 11)(1, 9, 9)(1, 9, 9)
Finland(1, 12, 12)(1, 12, 12)(1, 12, 12)
Denmark(1, 13, 13)(1, 13, 13)(1, 13, 13)
Austria(1, 14, 14)(1, 14, 14)(1, 14, 14)
United States(1, 14, 14)(1, 16, 16)(1, 16, 16)
Spain(1, 16, 16)(1, 15, 15)(1, 15, 15)
Belgium(1, 17, 17)(1, 17, 17)(1, 17, 17)
Greece(1, 18, 18)(1, 18, 18)(1, 18, 18)
Italy(1, 19, 19)(1, 20, 20)(1, 20, 20)
New Zealand(1, 20, 20)(1, 19, 19)(1, 19, 19)
United Kingdom(1, 22, 22)(1, 21, 21)(1, 21, 21)
Hong Kong, China (SAR)(1, 21, 21)(1, 22, 22)(1, 22, 22)
Germany(1, 23, 23)(1, 23, 23)(1, 23, 23)
Israel(1, 24, 24)(1, 24, 24)(1, 24, 24)
Korea (Republic of)(1, 25, 25)(1, 25, 25)(1, 25, 25)
Slovenia(1, 26, 26)(1, 26, 26)(1, 26, 26)
Brunei Darussalam(1, 27, 27)(1, 27, 27)(1, 27, 27)
Singapore(1, 28, 28)(1, 28, 28)(1, 28, 28)
Kuwait(1, 29, 29)(1, 30, 30)(1, 30, 30)
Cyprus(1, 30, 30)(1, 29, 29)(1, 29, 29)
United Arab Emirates(1, 31, 31)(1, 32, 32)(1, 32, 32)
Bahrain(1, 32, 32)(1, 33, 33)(1, 33, 33)
Portugal(1, 33, 33)(1, 31, 31)(1, 31, 31)
Qatar(1, 34, 34)(1, 36, 36)(1, 36, 36)
Czech Republic(1, 35, 35)(1, 34, 34)(1, 34, 34)
Malta(1, 36, 36)(1, 35, 35)(1, 35, 35)
Barbados(1, 37, 37)(1, 37, 37)(1, 37, 37)
Hungary(1, 39, 39)(1, 39, 39)(1, 39, 39)
Poland(1, 40, 40)(1, 40, 40)(1, 40, 40)
Chile(1, 41, 41)(1, 38, 38)(1, 38, 38)
Slovakia(1, 38, 38)(1, 46, 47)(1, 48, 47)
Estonia(1, 42, 42)(1, 41, 41)(1, 41, 41)
Lithuania(1, 43, 43)(1, 42, 42)(1, 42, 42)
Latvia(1, 44, 44)(1, 43, 66)(1, 43, 66)
Croatia(1, 45, 45)(1, 44, 44)(1, 45, 44)
Argentina(1, 46, 46)(1, 45, 45)(1, 46, 45)
Uruguay(2, 1, 47)(1, 1, 43)(1, 44, 43)
Cuba(2, 2, 48)(1, 2, 46)(1, 47, 46)
Bahamas(1, 47, 49)(1, 47, 48)(1, 49, 48)
Costa Rica(2, 3, 50)(1, 3, 49)(1, 50, 49)
Mexico(2, 4, 51)(1, 4, 50)(1, 51, 50)
Libyan Arab Jamahiriya(1, 48, 52)(1, 48, 51)(1, 52, 51)
Oman(1, 49, 53)(1, 49, 52)(2, 1, 52)
Seychelles(1, 51, 55)(1, 50, 55)(2, 4, 55)
Saudi Arabia(1, 50, 54)(1, 51, 56)(2, 5, 56)
Bulgaria(2, 5, 56)(2, 5, 53)(2, 2, 53)
Trinidad and Tobago(1, 52, 57)(1, 52, 58)(2, 7, 58)
Panama(2, 6, 58)(2, 6, 54)(2, 3, 54)
Antigua and Barbuda(1, 53, 59)(1, 53, 71)(2, 19, 71)
Saint Kitts and Nevis(2, 7, 60)(2, 7, 57)(2, 6, 57)
Venezuela (Bolivarian Republic of)(2, 8, 61)(2, 8, 59)(2, 8, 59)
Romania(2, 9, 62)(2, 9, 60)(2, 9, 60)
Malaysia(2, 10, 63)(2, 12, 63)(2, 12, 63)
Montenegro(2, 11, 64)(2, 10, 61)(2, 10, 61)
Serbia(2, 12, 65)(2, 11, 62)(2, 11, 62)
Saint Lucia(2, 13, 66)(2, 13, 64)(2, 13, 64)
Belarus(2, 14, 67)(2, 14, 65)(2, 14, 65)
Macedonia (TFYR)(2, 15, 68)(2, 16, 68)(2, 16, 68)
Albania(2, 16, 69)(2, 15, 67)(2, 15, 67)
Brazil(2, 17, 70)(2, 18, 70)(2, 18, 70)
Kazakhstan(2, 17, 70)(2, 19, 72)(2, 20, 72)
Ecuador(2, 19, 72)(2, 17, 69)(2, 17, 69)
Russian Federation(2, 20, 73)(2, 21, 74)(2, 22, 74)
Mauritius(2, 21, 74)(2, 22, 75)(2, 23, 75)
Bosnia and Herzegovina(2, 22, 75)(2, 20, 73)(2, 21, 73)
Turkey(2, 23, 76)(2, 24, 76)(2, 25, 76)
Dominican Republic(2, 24, 77)(2, 23, 88)(2, 24, 88)
Lebanon(2, 25, 78)(2, 25, 77)(2, 26, 77)
Peru(2, 26, 79)(2, 27, 79)(2, 28, 79)
Colombia(2, 27, 80)(2, 26, 78)(2, 27, 78)
Thailand(2, 28, 81)(2, 29, 81)(2, 30, 81)
Ukraine(2, 29, 82)(2, 28, 80)(2, 29, 80)
Armenia(2, 31, 84)(2, 30, 82)(2, 31, 82)
Iran (Islamic Republic of)(2, 30, 83)(2, 32, 84)(2, 33, 84)
Tonga(2, 32, 85)(2, 31, 83)(2, 32, 83)
Grenada(2, 32, 85)(2, 45, 98)(2, 46, 98)
Jamaica(2, 34, 87)(2, 33, 85)(2, 34, 85)
Belize(2, 43, 96)(2, 42, 95)(2, 43, 95)
Suriname(2, 35, 88)(2, 35, 87)(2, 36, 87)
Jordan(2, 36, 89)(2, 34, 86)(2, 35, 86)
Dominican Republic(2, 37, 90)(2, 36, 88)(2, 37, 88)
Saint Vincent and the Grenadines(2, 38, 91)(2, 38, 90)(2, 39, 90)
Georgia(2, 39, 92)(2, 37, 91)(2, 38, 91)
China(2, 40, 93)(2, 39, 92)(2, 40, 92)
Tunisia(2, 41, 94)(2, 41, 94)(2, 42, 94)
Samoa(2, 42, 95)(2, 40, 93)(2, 41, 93)
Azerbaijan(2, 44, 97)(2, 43, 96)(2, 44, 96)
Paraguay(2, 45, 98)(2, 44, 97)(2, 45, 97)
Maldives(2, 46, 99)(2, 46, 99)(2, 47, 99)
Algeria(2, 47, 100)(2, 49, 102)(2, 50, 102)
El Salvador(2, 48, 101)(2, 48, 101)(2, 49, 101)
Philippines(2, 49, 102)(2, 47, 100)(2, 48, 100)
Fiji(2, 50, 103)(2, 51, 104)(2, 52, 104)
Sri Lanka(2, 51, 104)(2, 50, 103)(2, 51, 103)
Syrian Arab Republic(2, 52, 105)(2, 52, 105)(2, 53, 105)
Occupied Palestinian Territories(2, 53, 106)(2, 53, 106)(2, 54, 106)
Gabon(2, 54, 107)(2, 61, 114)(2, 62, 114)
Turkmenistan(2, 55, 108)(2, 56, 109)(2, 57, 109)
Indonesia(2, 56, 109)(2, 54, 107)(2, 55, 107)
Guyana(2, 57, 110)(2, 55, 108)(2, 56, 108)
Bolivia(2, 58, 111)(2, 60, 113)(2, 61, 113)
Mongolia(2, 59, 112)(2, 58, 112)(2, 59, 112)
Moldova(2, 60, 113)(2, 59, 111)(2, 60, 111)
Viet Nam(2, 61, 114)(2, 57, 110)(2, 58, 110)
Equatorial Guinea(2, 62, 115)(2, 67, 120)(2, 68, 120)
Egypt(2, 63, 116)(2, 62, 115)(2, 63, 115)
Honduras(2, 64, 117)(2, 63, 116)(2, 64, 116)
Cape Verde(2, 65, 118)(2, 64, 117)(2, 65, 117)
Uzbekistan(2, 66, 119)(2, 65, 118)(2, 66, 118)
Nicaragua(2, 67, 120)(2, 66, 119)(2, 67, 119)
Guatemala(2, 68, 121)(2, 69, 122)(2, 70, 122)
Kyrgyzstan(2, 69, 122)(2, 68, 121)(2, 69, 121)
Vanuatu(2, 70, 123)(2, 71, 124)(2, 72, 124)
Tajikistan(2, 71, 124)(2, 70, 123)(2, 71, 123)
South Africa(2, 72, 125)(2, 72, 125)(2, 73, 125)
Botswana(2, 73, 126)(2, 73, 126)(2, 74, 126)
Morocco(3, 1, 127)(3, 2, 128)(3, 2, 128)
Sao Tome and Principe(3, 2, 128)(3, 1, 127)(3, 1, 127)
Namibia(3, 3, 129)(3, 3, 129)(3, 3, 129)
Congo(3, 4, 130)(3, 4, 130)(3, 4, 130)
Bhutan(3, 5, 131)(3, 6, 132)(3, 6, 132)
India(3, 9, 135)(3, 9, 135)(3, 9, 135)
Lao People’s Democratic Republic(3, 6, 132)(3, 5, 131)(3, 5, 131)
Solomon Islands(3, 7, 133)(3, 7, 133)(3, 7, 133)
Myanmar(3, 8, 134)(3, 8, 134)(3, 8, 134)
Cambodia(3, 10, 136)(3, 10, 136)(3, 10, 136)
Comoros(3, 11, 137)(3, 11, 137)(3, 11, 137)
Yemen(3, 12, 138)(3, 12, 138)(3, 12, 138)
Pakistan(3, 13, 139)(3, 13, 139)(3, 13, 139)
Mauritania(3, 14, 140)(3, 14, 140)(3, 14, 140)
Swaziland(3, 15, 141)(3, 27, 153)(3, 27, 153)
Ghana(3, 16, 142)(3, 16, 142)(3, 16, 142)
Madagascar(3, 17, 143)(3, 15, 141)(3, 15, 141)
Kenya(3, 18, 144)(3, 18, 144)(3, 18, 144)
Nepal(3, 19, 145)(3, 17, 143)(3, 17, 143)
Sudan(3, 20, 146)(3, 21, 147)(3, 21, 147)
Bangladesh(3, 21, 147)(3, 19, 145)(3, 19, 145)
Haiti(3, 22, 148)(3, 20, 146)(3, 20, 146)
Papua New Guinea(3, 23, 149)(3, 22, 148)(3, 22, 148)
Cameroon(3, 24, 150)(3, 23, 149)(3, 23, 149)
Djibouti(3, 25, 151)(3, 24, 150)(3, 24, 150)
Tanzania (United Republic of)(3, 26, 152)(3, 25, 151)(3, 25, 151)
Senegal(3, 27, 153)(3, 26, 152)(3, 26, 152)
Nigeria(4, 1, 154)(4, 2, 155)(4, 2, 155)
Lesotho(4, 2, 155)(4, 3, 156)(4, 3, 156)
Uganda(4, 3, 156)(4, 1, 154)(4, 1, 154)
Angola(4, 4, 157)(4, 4, 159)(4, 4, 159)
Timor-Leste(3, 28, 158)(3, 28, 157)(3, 28, 157)
Togo(3, 29, 159)(3, 29, 158)(3, 29, 158)
Gambia(4, 5, 160)(4, 5, 160)(3, 30, 160)
Benin(4, 6, 161)(4, 7, 162)(4, 6, 162)
Malawi(4, 7, 162)(4, 6, 161)(4, 5, 161)
Zambia(4, 8, 163)(4, 8, 163)(4, 7, 163)
Eritrea(4, 9, 164)(4, 9, 164)(4, 8, 164)
Rwanda(4, 10, 165)(4, 10, 165)(4, 9, 165)
Cˆote d’Ivoire(4, 11, 166)(4, 11, 166)(4, 10, 166)
Guinea(4, 12, 167)(4, 12, 167)(4, 11, 167)
Mali(4, 13, 168)(4, 14, 169)(4, 13, 169)
Ethiopia(4, 14, 169)(4, 13, 168)(4, 12, 168)
Chad(4, 15, 170)(4, 17, 172)(4, 16, 172)
Guinea-Bissau(4, 16, 171)(4, 16, 171)(4, 15, 171)
Burundi(4, 17, 172)(4, 15, 170)(4, 14, 170)
Burkina Faso(4, 18, 173)(4, 19, 174)(4, 18, 174)
Niger(4, 19, 174)(4, 18, 173)(4, 17, 173)
Mozambique(4, 20, 175)(4, 22, 177)(4, 21, 177)
Liberia(4, 21, 176)(4, 20, 175)(4, 19, 175)
Congo (Democratic Republic of the)(4, 22, 177)(4, 21, 176)(4, 20, 176)
Central African Republic(4, 23, 178)(4, 23, 178)(4, 22, 178)
Sierra Leone(4, 24, 179)(4, 24, 179)(4, 23, 179)