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TECHNICALUNIVERSITYOFCRETE
DEPARTMENTOFPRODUCTIONENGINEERINGAND
MANAGEMENT
DECISIONSUPPORTSYSTEMSLABORATORY
Development of a multi-agent system for the support of
group decisions utilizing argumentation and
multicriteriamethods
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'%&0+) &'(#, +& 0&*&1%#" % 2*$%&&3 %
2*$#
'.+*$*, %4!0,
Ph.D. Thesis
by
5onstantinos-Dimitrios 6zoannopoulos
7upervising 8rofessor9 :i;olaos atsatsinis
Professor Te!"hi!#$ U"i%ersi&y of Cre&e
Ch#"i# '())
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TECHNICALUNIVERSITYOFCRETE
DEPARTMENTOFPRODUCTIONENGINEERINGAND
MANAGEMENT
DECISIONSUPPORTSYSTEMSLABORATORY
Development of a multi-agent system for the support of
group decisions utilizing argumentation and multicriteria
methods
!" ##$%&'" () *&+!*,
'#$*" " .$/" '%&0+) &'(#, +&
0&*&1%#" % 2*$%&&3 % 2*$#
'.+*$*, %4!0,
Ph.D. Thesis
by
5onstantinos-Dimitrios 6zoannopoulos
7upervising 8rofessor9 :i;olaos atsatsinis
Professor Te!h"i!#$ U"i%ersi&y of Cre&e
Ch#"i# De!e-ber '())
-
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(Signature)
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5?:76@:6A:?7-DA>A6BA?7 6C?@::?8?E?7
'()) / A$$ ri+h&s reser%e0
123. 4
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
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-
8/10/2019 Development of a Multi-Agent System for the Support of
Group Decisions Utilizing Argumentation and Multicriteria
153/154
4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
-
8/10/2019 Development of a Multi-Agent System for the Support of
Group Decisions Utilizing Argumentation and Multicriteria
154/154
4o"s"&i"os5Di-i&rios T6o#""o*o7$os / De%e$o*-e"& of
# -7$&i5#+e"& sys&e- for &he s7**or& of
+ro7*0e!isio"s 7&i$i6i"+ #r+7-e"&io" #"0
-7$&i!ri&eri# -e&ho0s89:;? 29@ =
