KaKaRaKe - User-Friendly Visualization for Multiobjective Optimization with High-Dimensional Objective Vectors
Dächert, K., Klamroth, K., Miettinen, K., & Steuer, R. E. (2020). KaKaRaKe - User-Friendly Visualization for Multiobjective Optimization with High-Dimensional Objective Vectors. In C. M. Fonseca, K. Klamroth, G. Rudolph, & M. M. Wiecek (Eds.), Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031) (10, pp. 97-103). Dagstuhl Publishing. Dagstuhl Reports. https://drops.dagstuhl.de/opus/volltexte/2020/12401/pdf/dagrep_v010_i001_p052_20031.pdf
Julkaistu sarjassa
Dagstuhl ReportsPäivämäärä
2020Oppiaine
TietotekniikkaMultiobjective Optimization GroupLaskennallinen tiedePäätöksen teko monitavoitteisestiMathematical Information TechnologyMultiobjective Optimization GroupComputational ScienceDecision analytics utilizing causal models and multiobjective optimizationTekijänoikeudet
© Kerstin Dächert, Kathrin Klamroth, Kaisa Miettinen, and Ralph E. Steuer
Julkaisija
Dagstuhl PublishingKonferenssi
Dagstuhl SeminarKuuluu julkaisuun
Scalability in Multiobjective Optimization (Dagstuhl Seminar 20031)ISSN Hae Julkaisufoorumista
2192-5283
Alkuperäislähde
https://drops.dagstuhl.de/opus/volltexte/2020/12401/pdf/dagrep_v010_i001_p052_20031.pdfJulkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/41576868
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
SCORE Band Visualizations : Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization
Saini, Bhupinder S.; Miettinen, Kaisa; Klamroth, Kathrin; Steuer, Ralph E.; Dächert, Kerstin (IEEE, 2024)Clearly arranged visualizations are needed in multiobjective optimization problems with a large number of objective functions, when a large number of Pareto optimal outcome vectors (vectors of objective function values) ... -
Flexible data driven inventory management with interactive multiobjective lot size optimization
Heikkinen, Risto; Sipilä, Juha; Ojalehto, Vesa; Miettinen, Kaisa (Inderscience Publishers, 2023)We study data-driven decision support and formalise a path from data to decision making. We focus on lot sizing in inventory management with stochastic demand and propose an interactive multi-objective optimisation approach. ... -
Task-based visual analytics for interactive multiobjective optimization
Hakanen, Jussi; Miettinen, Kaisa; Matković, Kresimir (Taylor & Francis, 2021)We study how visual interaction techniques considered in visual analytics can be utilized when implementing interactive multiobjective optimization methods, where a decision maker iteratively participates in the solution ... -
Interactivized : Visual Interaction for Better Decisions with Interactive Multiobjective Optimization
Hakanen, Jussi; Radoš, Sanjin; Misitano, Giovanni; Saini, Bhupinder S.; Miettinen, Kaisa; Matković, Krešimir (IEEE, 2022)In today’s data-driven world, decision makers are facing many conflicting objectives. Since there is usually no solution that optimizes all objectives simultaneously, the aim is to identify a solution with acceptable ... -
Visualizations for Decision Support in Scenario-based Multiobjective Optimization
Shavazipour, Babooshka; López-Ibáñez, Manuel; Miettinen, Kaisa (Elsevier BV, 2021)We address challenges of decision problems when managers need to optimize several conflicting objectives simultaneously under uncertainty. We propose visualization tools to support the solution of such scenario-based ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.