Group decision making in multiobjective optimization a systematic literature review

Tässä tutkielmassa suoritetaan systemaattinen kirjallisuuskatsaus ryhmäpäätöksenteon ja monitavoiteoptimoinnin yhdistelmälle. Kirjallisuuskatsaus sisältää perehdytyksen sekä monitavoiteoptimointiin, että ryhmäpäätöksentekoon yhdistäen nämä kaksi aiemmin suurimmaksi osaksi erillään kehitettyä tutkimu...

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Päätekijä: Pajasmaa, Juuso
Muut tekijät: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Aineistotyyppi: Pro gradu
Kieli:eng
Julkaistu: 2023
Aiheet:
Linkit: https://jyx.jyu.fi/handle/123456789/87982
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author Pajasmaa, Juuso
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet Pajasmaa, Juuso Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Pajasmaa, Juuso Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_sort Pajasmaa, Juuso
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description Tässä tutkielmassa suoritetaan systemaattinen kirjallisuuskatsaus ryhmäpäätöksenteon ja monitavoiteoptimoinnin yhdistelmälle. Kirjallisuuskatsaus sisältää perehdytyksen sekä monitavoiteoptimointiin, että ryhmäpäätöksentekoon yhdistäen nämä kaksi aiemmin suurimmaksi osaksi erillään kehitettyä tutkimusaihetta yhdeksi tutkimusaiheeksi, jota kutsutaan termillä ryhmäpäätöksenteko monitavoiteoptimoinnissa. Tutkielma vastaa siihen, mikä on kyseisen tutkimusalan nykytila kirjallisuudessa. Tutkielma jaottelee löydetyt metodit päätöksentekijöiden roolin mukaan monitavoiteoptimointiprosessissa ja esittää luokittelun tavoista ottaa huomioon päätöksentekijöiden preferenssi-informaatio monitavoiteoptimointimenetelmissä. Tutkielma käsittelee löydettyjä tuloksia ja esittää seitsemän tavoiteltavaa ominaisuutta, jotka pitäisi ottaa huomioon, kun kehitetään monitavoiteoptimointimenetelmiä ryhmäpäätöksentekoon. This thesis deals with a systematic literature review considering the amalgamation of group decision making and multiobjective optimization. The literature review contains an introduction of the relevant aspects of multiobjective optimization and group decision making, combining these two (mostly separately considered) research topics into another research topic called, group decision making in multiobjective optimization. The thesis answers the question what the state of the art of group decision making in multiobjective optimization is. The thesis classifies the methods found in the literature according to the role the decision makers play in the multiobjective optimization process and presents a classification of the ways to handle multiple preferences (from several decision makers) in multiobjective optimization methods. The thesis discusses the results that are found, and proposes seven desirable properties that should be considered when developing multiobjective optimization methods for group decision making.
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spellingShingle Pajasmaa, Juuso Group decision making in multiobjective optimization : a systematic literature review group decision making Tietotekniikka Mathematical Information Technology 602 konsensus äänestäminen neuvottelut päätöksenteko monitavoiteoptimointi consensus voting negotiations decision making multi-objective optimisation
title Group decision making in multiobjective optimization : a systematic literature review
title_full Group decision making in multiobjective optimization : a systematic literature review
title_fullStr Group decision making in multiobjective optimization : a systematic literature review Group decision making in multiobjective optimization : a systematic literature review
title_full_unstemmed Group decision making in multiobjective optimization : a systematic literature review Group decision making in multiobjective optimization : a systematic literature review
title_short Group decision making in multiobjective optimization
title_sort group decision making in multiobjective optimization a systematic literature review
title_sub a systematic literature review
title_txtP Group decision making in multiobjective optimization : a systematic literature review
topic group decision making Tietotekniikka Mathematical Information Technology 602 konsensus äänestäminen neuvottelut päätöksenteko monitavoiteoptimointi consensus voting negotiations decision making multi-objective optimisation
topic_facet 602 Mathematical Information Technology Tietotekniikka consensus decision making group decision making konsensus monitavoiteoptimointi multi-objective optimisation negotiations neuvottelut päätöksenteko voting äänestäminen
url https://jyx.jyu.fi/handle/123456789/87982 http://www.urn.fi/URN:NBN:fi:jyu-202306214034
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