Výsledky vyhľadávania - Decision analytics utilizing causal models and multiobjective optimization

DESMILS: a decision support approach for multi-item lot sizing using interactive multiobjective optimization

Autori: Adhe Kania Bekir Afsar Kaisa Miettinen a ďalší

Zdroj: Journal of Intelligent Manufacturing. 35:1373-1387

Predmety: lot sizes, Päätöksen teko monitavoitteisesti, pareto-tehokkuus, inventory management, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, Multiobjective Optimization Group, interactive method, multiple criteria optimization, NIMBUS, Laskennallinen tiede, monitavoiteoptimointi, Computational Science

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Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202304192572

A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods

Autori: Bandaru, Sunith Afsar, Bekir Emmerich, Michael a ďalší

Zdroj: IEEE Transactions on Evolutionary Computation. 28:778-787

Predmety: Linear-programming, Iterative methods, Other Engineering and Technologies not elsewhere specified, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, Quality indicators, evoluutiolaskenta, interactive evolutionary algorithms, Computational Science, optimointi, Hypervolume indicators, terminology, algoritmit, Övrig annan teknik, Computer Sciences, pareto-tehokkuus, linear programming, quality indicators, Terminology, Benchmarking, method comparison, Space research, Decisions makings, Task analysis, task analysis, Convergence, Pareto principle, space exploration, Pareto-optimization, Other Engineering and Technologies, Pareto optimization, päätöksentukijärjestelmät, Annan data- och informationsvetenskap, decision making, Linear programming, Space explorations, Hyvinvoinnin tutkimuksen yhteisö, Annan teknik, Multiobjective optimization, School of Wellbeing, ta113, Space exploration, convergence, Päätöksen teko monitavoitteisesti, Quality control, Multiobjective Optimization Group, monitavoiteoptimointi, switches, Datavetenskap (datalogi), pareto optimization, interaktiivisuus, Job analysis, Switches, Other Computer and Information Science, Laskennallinen tiede, indikaattorit, hypervolume indicator

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Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202406124580
http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-22632

Using a Database to Support Interactive Multiobjective Optimization, Visualization, and Analysis

Autori: Saini, Bhupinder Singh Lárraga, Giomara Miettinen a ďalší

Zdroj: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. :1703-1711

Predmety: School of Wellbeing, ta113, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, evoluutiolaskenta, päätöksentukijärjestelmät, Multiobjective Optimization Group, monitavoiteoptimointi, Computational Science, avoin lähdekoodi, interaktiivisuus, Hyvinvoinnin tutkimuksen yhteisö, tietokannat, Laskennallinen tiede, tiedontallennus

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Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202308214699

Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems

Autori: López-Ibáñez, Manuel Chugh, Tinkle Hakanen, Jussi a ďalší

Zdroj: Mazumdar, A, López-Ibáñez, M, Chugh, T, Hakanen, J & Miettinen, K 2023, 'Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems', Evolutionary Computation. https://doi.org/10.1162/evco_a_00329

Predmety: Pareto optimality, Regression trees, Decision analytics utilizing causal models and multiobjective optimization, Normal Distribution, Gaussian processes, Computational Science, Metamodelling, metamodelling, Hyvinvoinnin tutkimuksen yhteisö, kriging, surrogate, School of Wellbeing, ta113, Päätöksen teko monitavoitteisesti, pareto-tehokkuus, gaussiset prosessit, Surrogate, regression trees, Multiobjective Optimization Group, monitavoiteoptimointi, Biological Evolution, Kriging, kriging-menetelmä, Laskennallinen tiede, Algorithms

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Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37126577
http://urn.fi/URN:NBN:fi:jyu-202306133715
https://pure.manchester.ac.uk/ws/files/255259520/TGPRMO_R2_Main.pdf
https://doi.org/10.1162/evco_a_00329
https://research.manchester.ac.uk/en/publications/548f3d22-a36a-4348-ab1d-876c4d8759b3

Comparing reference point based interactive multiobjective optimization methods without a human decision maker

Autori: Lu Chen Kaisa Miettinen Bin Xin a ďalší

Zdroj: Journal of Global Optimization. 85:757-788

Predmety: interactive multiobjective optimization, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, 0211 other engineering and technologies, päätöksentukijärjestelmät, Multiobjective Optimization Group, 02 engineering and technology, monitavoiteoptimointi, Computational Science, koneoppiminen, multicriteria optimization, learning phase, interaktiivisuus, 0202 electrical engineering, electronic engineering, information engineering, performance comparison, decision phase, Laskennallinen tiede, reference point

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Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202209264655

Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization

Autori: Radoš, Sanjin Misitano, Giovanni Saini, Bhupinder S. a ďalší

Zdroj: IEEE Access, Vol 10, Pp 33661-33678 (2022)

Predmety: ta113, Päätöksen teko monitavoitteisesti, visuaalisuus, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, Visual analytics, multiple criteria decision making, interactive optimization, päätöksentukijärjestelmät, analyysimenetelmät, Multiobjective Optimization Group, 02 engineering and technology, visual analytics, monitavoiteoptimointi, Computational Science, TK1-9971, optimointi, laskennallinen tiede, interaktiivisuus, 0202 electrical engineering, electronic engineering, information engineering, multi objective optimization, Electrical engineering. Electronics. Nuclear engineering, Laskennallinen tiede

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Prístupová URL adresa: http://juuli.fi/Record/0392527722
https://doi.org/10.1109/access.2022.3161465
https://doaj.org/article/22123d12a4144abd9034e5a519a6c541
http://urn.fi/URN:NBN:fi:jyu-202203282094

Interactive multiobjective optimization of an extremely computationally expensive pump design problem

Autori: Burkotová, Jana Aghaei Pour, Pouya Krátký, Tomáš a ďalší

Zdroj: Engineering Optimization. 56:1318-1333

Predmety: School of Wellbeing, ta113, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, pump hydraulic design, multiobjective evolutionary optimization, Multiobjective Optimization Group, CFD simulations, monitavoiteoptimointi, computational costinteractive methods, Computational Science, optimointi, laskennallinen tiede, Hyvinvoinnin tutkimuksen yhteisö, simulointi, Laskennallinen tiede

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Prístupová URL adresa: http://juuli.fi/Record/0677175023
https://doi.org/10.1080/0305215x.2023.2247369
http://urn.fi/URN:NBN:fi:jyu-202309145108

Designing empirical experiments to compare interactive multiobjective optimization methods

Autori: Silvennoinen, Johanna Misitano, Giovanni Ruiz, Francisco a ďalší

Zdroj: Journal of the Operational Research Society. 74:2327-2338

Predmety: vertailu, vuorovaikutus, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, 0211 other engineering and technologies, School of Resource Wisdom, 02 engineering and technology, experimental study, Computational Science, Resurssiviisausyhteisö, menetelmät, 0202 electrical engineering, electronic engineering, information engineering, performance comparison, Learning and Cognitive Sciences, Koulutusteknologia ja kognitiotiede, ta113, Päätöksen teko monitavoitteisesti, käytettävyys, kehittäminen, Multiobjective Optimization Group, interactive methods, Kognitiotiede, tavoitteet, suunnittelu, human decision makers, tukeminen, multiple objective programming, Cognitive Science, tutkimus, Laskennallinen tiede

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Prístupová URL adresa: http://juuli.fi/Record/0394960122
https://doi.org/10.1080/01605682.2022.2141145
http://urn.fi/URN:NBN:fi:jyu-202211105142

Visualizations for decision support in scenario-based multiobjective optimization

Autori: López-Ibáñez, Manuel Miettinen Kaisa a ďalší

Zdroj: Shavazipour, B, López-Ibáñez, M & Miettinen, K 2021, 'Visualizations for Decision Support in Scenario-based Multiobjective Optimization', Information Sciences, vol. 578, pp. 1-21. https://doi.org/10.1016/j.ins.2021.07.025

Predmety: haasteet (ongelmat), visualisointi, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, Empirical attainment function, 0211 other engineering and technologies, 02 engineering and technology, scenario-based multi-criteria optimization, Scenario planning, Computational Science, optimointi, Scenario-based multi-criteria optimization, 0202 electrical engineering, electronic engineering, information engineering, uncertainty, Multi-dimensional visualization, MCDM, ta113, scenario planning, Päätöksen teko monitavoitteisesti, empirical attainment function, multi-dimensional visualization, Uncertainty, Multiobjective Optimization Group, skenaariot, monitavoiteoptimointi, mallit (mallintaminen), Laskennallinen tiede

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Prístupová URL adresa: https://jyx.jyu.fi/handle/123456789/77178?locale-attribute=en
https://doi.org/10.1016/j.ins.2021.07.025
https://dblp.uni-trier.de/db/journals/isci/isci578.html#ShavazipourLM21
https://www.sciencedirect.com/science/article/pii/S0020025521007155
https://www.research.manchester.ac.uk/portal/en/publications/visualizations-for-decision-support-in-scenariobased-multiobjective-optimization(02e7e0c9-5628-4c89-a234-7c34877e39de).html
http://urn.fi/URN:NBN:fi:jyu-202107204352

Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods

Autori: Bandaru, Sunith Afsar, Bekir Miettinen a ďalší

Prispievatelia: Bandaru, Sunith Afsar, Bekir Miettinen a ďalší

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1803-1811

Predmety: ta113, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, päätöksentukijärjestelmät, Multiobjective Optimization Group, 02 engineering and technology, interactive methods, monitavoiteoptimointi, Computational Science, performance evaluation, metrics, optimointi, interaktiivisuus, 0202 electrical engineering, electronic engineering, information engineering, performance assessment, multi-criterion optimization and decision-making, multiple criteria optimization, Laskennallinen tiede, performance, indikaattorit

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Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202211025077

Interactive evolutionary multiobjective optimization with modular physical user interface

Autori: Otayagich, Stefan Miettinen Kaisa a ďalší

Prispievatelia: Otayagich, Stefan Miettinen Kaisa a ďalší

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1835-1843

Predmety: ta113, decision support, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, tactile interface, päättäjät, human machine interface, päätöksentukijärjestelmät, ohjaimet, preference information, Multiobjective Optimization Group, 02 engineering and technology, monitavoiteoptimointi, Computational Science, käyttöliittymät, algoritmit, ihminen-konejärjestelmät, interaktiivisuus, 0202 electrical engineering, electronic engineering, information engineering, multicriteria decision making, decomposition-based MOEA, Laskennallinen tiede, tietojärjestelmät

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Prístupová URL adresa: http://juuli.fi/Record/0392419822
https://doi.org/10.1145/3520304.3534008
http://urn.fi/URN:NBN:fi:jyu-202208224283

Comparing interactive evolutionary multiobjective optimization methods with an artificial decision maker

Autori: Bekir Afsar Ana B. Ruiz Kaisa Miettinen

Zdroj: Complex & Intelligent Systems, Vol 9, Iss 2, Pp 1165-1181 (2021)

Predmety: Päätöksen teko monitavoitteisesti, Performance comparison, Decision analytics utilizing causal models and multiobjective optimization, 0211 other engineering and technologies, evoluutiolaskenta, päätöksentukijärjestelmät, Multiobjective Optimization Group, QA75.5-76.95, Information technology, 02 engineering and technology, T58.5-58.64, monitavoiteoptimointi, Computational Science, Many-objective optimization, Preferences, Electronic computers. Computer science, interaktiivisuus, 0202 electrical engineering, electronic engineering, information engineering, Laskennallinen tiede, Decision making, Interactive methods

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://link.springer.com/content/pdf/10.1007/s40747-021-00586-5.pdf
https://doaj.org/article/441e24b986214805af1217f12d0fa2ca
http://urn.fi/URN:NBN:fi:jyu-202112276177

Component-based thinking in designing interactive multiobjective evolutionary methods

Autori: Lárraga, Giomara Miettinen Kaisa

Zdroj: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. :1693-1702

Predmety: School of Wellbeing, ta113, Päätöksen teko monitavoitteisesti, pareto-tehokkuus, Decision analytics utilizing causal models and multiobjective optimization, interaktiivisuus, Hyvinvoinnin tutkimuksen yhteisö, evoluutiolaskenta, päätöksentukijärjestelmät, Multiobjective Optimization Group, Laskennallinen tiede, monitavoiteoptimointi, Computational Science

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: http://urn.fi/URN:NBN:fi:jyu-202309125072

Machine learning models in predicting health care costs in patients with a recent acute coronary syndrome: A prospective pilot study

Autori: Hautala, Arto J. Shavazipour, Babooshka Afsar, Bekir a ďalší

Zdroj: Cardiovasc Digit Health J

Predmety: Artificial intelligence, economic evaluation, Decision analytics utilizing causal models and multiobjective optimization, terveydenhoito, tekoäly, resurssit, Coronary artery disease, Computational Science, health care costs, Hyvinvoinnin tutkimuksen yhteisö, coronary heart disease, sydäntaudit, School of Wellbeing, ta113, Päätöksen teko monitavoitteisesti, taloudellinen arviointi, ennusteet, Multiobjective Optimization Group, ta3142, ta3121, artificial intelligence, Economic evaluation, 3. Good health, kustannukset, Coronary heart disease, koneoppiminen, sepelvaltimotauti, Original Article, Health care costs, Laskennallinen tiede, coronary artery disease

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37600445
http://urn.fi/URN:NBN:fi:jyu-202309014885
http://urn.fi/urn:nbn:fi-fe20231017140434

Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization

Autori: Chugh, Tinkle Hakanen, Jussi Miettinen a ďalší

Zdroj: IEEE Transactions on Evolutionary Computation. 26:1182-1191

Predmety: Pareto optimality, ta113, Päätöksen teko monitavoitteisesti, pareto-tehokkuus, Decision analytics utilizing causal models and multiobjective optimization, gaussiset prosessit, Gaussian processes, evoluutiolaskenta, Multiobjective Optimization Group, 02 engineering and technology, monitavoiteoptimointi, 01 natural sciences, Computational Science, Kriging, metamodelling, 0202 electrical engineering, electronic engineering, information engineering, surrogate, kernel density estimation, kriging-menetelmä, 0101 mathematics, Laskennallinen tiede

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Prístupová URL adresa: http://juuli.fi/Record/0392523222
https://doi.org/10.1109/TEVC.2022.3154231
http://urn.fi/URN:NBN:fi:jyu-202210054798

Task-based visual analytics for interactive multiobjective optimization

Autori: Miettinen, Kaisa Matković Kresimir a ďalší

Zdroj: Journal of the Operational Research Society. 72:2073-2090

Predmety: task taxonomy, ta113, Päätöksen teko monitavoitteisesti, visualisointi, Decision analytics utilizing causal models and multiobjective optimization, decision maker, 0211 other engineering and technologies, päätöksentukijärjestelmät, preference information, Multiobjective Optimization Group, 02 engineering and technology, monitavoiteoptimointi, Computational Science, 6. Clean water, 12. Responsible consumption, Decision maker preference information, visualization task taxonomy, user interface, käyttöliittymät, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, multiple criteria optimization, Laskennallinen tiede, visualization

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://jyx.jyu.fi/bitstream/123456789/70681/2/Hakanen_et_al_task-based_final_draft.pdf
http://juuli.fi/Record/0368613620
https://doi.org/10.1080/01605682.2020.1768809
https://jyx.jyu.fi/bitstream/123456789/70681/2/Hakanen_et_al_task-based_final_draft.pdf
https://dblp.uni-trier.de/db/journals/jors/jors72.html#HakanenMM21
https://jyx.jyu.fi/handle/123456789/70681
https://orsociety.tandfonline.com/doi/full/10.1080/01605682.2020.1768809
https://www.tandfonline.com/doi/full/10.1080/01605682.2020.1768809
https://doi.org/10.1080/01605682.2020.1768809
http://urn.fi/URN:NBN:fi:jyu-202006244871

Surrogate assisted interactive multiobjective optimization in energy system design of buildings

Autori: Aghaei Pour, Pouya Rodemann, Tobias Hakanen, Jussi a ďalší

Zdroj: Optimization and Engineering. 23:303-327

Predmety: computationally expensive problems, Päätöksen teko monitavoitteisesti, model management, Decision analytics utilizing causal models and multiobjective optimization, energiajärjestelmät, päätöksentukijärjestelmät, Multiobjective Optimization Group, 02 engineering and technology, evolutionary interactive methods, monitavoiteoptimointi, 01 natural sciences, LVI-suunnittelu, rakennussuunnittelu, 0202 electrical engineering, electronic engineering, information engineering, surrogate-assisted optimization, multiobjective optimization, 0101 mathematics

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://link.springer.com/content/pdf/10.1007/s11081-020-09587-8.pdf
https://jyx.jyu.fi/handle/123456789/73621
https://link.springer.com/content/pdf/10.1007/s11081-020-09587-8.pdf
https://link.springer.com/article/10.1007/s11081-020-09587-8
https://paperity.org/p/260052278/surrogate-assisted-interactive-multiobjective-optimization-in-energy-system-design-of
http://urn.fi/URN:NBN:fi:jyu-202101141097

DESMILS : a decision support approach for multi-item lot sizing using interactive multiobjective optimization

Autori: Kania, Adhe Afsar, Bekir Miettinen, Kaisa a ďalší

Predmety: lot sizes, inventory management, interactive method, multiple criteria optimization, NIMBUS, Decision analytics utilizing causal models and multiobjective optimization, Computational Science, Multiobjective Optimization Group, Päätöksen teko monitavoitteisesti, Laskennallinen tiede, monitavoiteoptimointi, pareto-tehokkuus, päätöksenteko

Popis súboru: application/pdf; 1373-1387; fulltext

Relation: Journal of Intelligent Manufacturing; 35; 311877; 322221; Research Council of Finland; Suomen Akatemia

Dostupnosť: http://urn.fi/URN:NBN:fi:jyu-202304192572

Interactive multiobjective optimization for finding the most preferred exercise therapy modality in knee osteoarthritis

Autori: Shavazipour Babooshka Afsar Bekir Multanen Juhani a ďalší

Zdroj: Ann Med
Annals of Medicine, Vol 54, Iss 1, Pp 181-194 (2022)

Predmety: nivelrikko, decision support, Physical Medicine & Rehabilitation, polvet, Decision analytics utilizing causal models and multiobjective optimization, fyysinen toimintakyky, 0211 other engineering and technologies, päätöksentukijärjestelmät, 02 engineering and technology, Computational Science, knee osteoarthritis, decision making, fysioterapia, 03 medical and health sciences, physical function, 0302 clinical medicine, optimointi, Humans, pain, Sports and Exercise Medicine, Physiotherapy, cost-effective exercise therapy modality, ta113, Päätöksen teko monitavoitteisesti, kipu, ta3141, Multiobjective Optimization Group, Liikuntalääketiede, Osteoarthritis, Knee, monitavoiteoptimointi, Exercise Therapy, 3. Good health, Medicine, Fysioterapia, Laskennallinen tiede, Algorithms, liikuntahoito

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://www.tandfonline.com/doi/pdf/10.1080/07853890.2021.2024876?needAccess=true
https://pubmed.ncbi.nlm.nih.gov/35023426
https://doaj.org/article/906c0df0f458491e8145950fdde6b0ea
http://urn.fi/URN:NBN:fi:jyu-202201181160

Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations

Autori: Bhupinder Singh Saini Michael Emmerich Atanu Mazumdar a ďalší

Zdroj: Journal of Global Optimization. 83:865-889

Predmety: decision makers, Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, päätöksenteko, 0211 other engineering and technologies, preference information, Multiobjective Optimization Group, Tietojärjestelmätiede, 02 engineering and technology, interactive methods, monitavoiteoptimointi, Computational Science, Information Systems Science, optimointi, 0202 electrical engineering, electronic engineering, information engineering, multiobjective optimization problems, kriging, mallit (mallintaminen), kriging-menetelmä, computational cost, Laskennallinen tiede

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://link.springer.com/content/pdf/10.1007/s10898-021-01119-7.pdf
http://urn.fi/URN:NBN:fi:jyu-202201111077