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[{"key": "dc.contributor.advisor", "value": "Miettinen, Kaisa", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Valtonen, Perttu", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-06-17T07:58:43Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-06-17T07:58:43Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/95944", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Monitavoiteoptimointi keskittyy useiden kesken\u00e4\u00e4n ristiriitaisten tavoitteiden samanaikaiseen optimointiin. T\u00e4m\u00e4 luo monimutkaisen haasteen, jossa p\u00e4\u00e4t\u00f6ksentekij\u00f6iden on tasapainoteltava erin\u00e4isten kompromissien v\u00e4lill\u00e4. Interaktiivisuudella on keskeinen rooli n\u00e4iden kompromissien v\u00e4lill\u00e4 tasapainottelemissa, sill\u00e4 se mahdollistaa p\u00e4\u00e4t\u00f6ksentekij\u00f6iden dynaamisen vaikuttamisen optimointiprosessiin. T\u00e4m\u00e4 tutkimus k\u00e4sittelee DESDEO-ohjelmistokehyksen interaktiivisille evoluutiopohjaisille monitavoiteoptimointimenetelmille r\u00e4\u00e4t\u00e4l\u00f6ityjen k\u00e4ytt\u00f6liittym\u00e4komponenttien puutetta. Kehitt\u00e4m\u00e4ll\u00e4 k\u00e4ytt\u00f6liittym\u00e4 DESDEO:n interaktiiviselle referenssivektoriohjatulle evoluutioalgoritmimenetelm\u00e4lle pystyt\u00e4\u00e4n t\u00e4ydent\u00e4m\u00e4\u00e4n t\u00e4m\u00e4 puute ja ratkaisemaan kehitysprosessin aikana kohdattuja haasteita. Haasteiden ja toteutettujen ratkaisujen yksityiskohtainen kuvaus luo perustan tuleville k\u00e4ytt\u00f6liittym\u00e4laajennuksille, jotka voivat tukea laajempaa valikoimaa interaktiivisia evoluutiopohjaisia monitavoiteoptimointimenetelmi\u00e4 DESDEO:ssa. Tavoitteena on luoda k\u00e4ytt\u00f6liittym\u00e4, jota todelliset p\u00e4\u00e4t\u00f6ksentekij\u00e4t pystyv\u00e4t k\u00e4ytt\u00e4m\u00e4\u00e4n tehokkaasti riippumatta heid\u00e4n teknisest\u00e4 osaamisestaan eri k\u00e4ytt\u00f6liittymien kanssa, parantaen n\u00e4in DESDEO:n saavutettavuutta ja soveltuvuutta.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Multiobjective optimization focuses on simultaneously optimizing multiple conflicting objectives, presenting a complex challenge where decision makers must balance with inherent trade-offs. Interactivity plays a crucial role in effectively addressing these complexities, enabling decision makers to dynamically influence the optimization process. This study focuses on developing a user interface specifically for the interactive extension of the Reference Vector-guided Evolutionary Algorithm method within the DESDEO software framework. By developing the UI, this study addresses the existing gap in tailored user interface components for interactive evolutionary multiobjective optimization methods within DESDEO and details the challenges encountered during the development process. By detailing these challenges and the implemented solutions, this study lays the groundwork for future expansions that will accommodate for a wider array of interactive evolutionary multiobjective optimization methods in DESDEO. The ultimate goal is to create a user interface that can be effectively used by real decision makers, regardless of their technical expertise with using different UIs, thus enhancing the accessibility and applicability of DESDEO.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-06-17T07:58:43Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-06-17T07:58:43Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "62", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "eng", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "CC BY 4.0", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Developing a User Interface for an Interactive Evolutionary Multiobjective Optimization Method in DESDEO", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202406174710", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietojenk\u00e4sittelytieteen maisteriohjelma", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Master's Degree Programme in Computer Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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