Computational optimization, modelling and simulation : Recent trends and challenges

Almenn færsla
dc.contributor.authorYang, Xin She
dc.contributor.authorKoziel, Slawomir
dc.contributor.authorLeifsson, Leifur
dc.contributor.departmentDepartment of Engineering
dc.date.accessioned2026-10-22T08:57:01Z
dc.date.available2026-10-22T08:57:01Z
dc.date.issued2013
dc.description.abstractModelling, simulation and optimization form an integrated part of modern design practice in engineering and industry. Tremendous progress has been observed for all three components over the last few decades. However, many challenging issues remain unresolved, and the current trends tend to use nature-inspired algorithms and surrogate-based techniques for modelling and optimization. This 4th workshop on Computational Optimization, Modelling and Simulation (COMS 2013) at ICCS 2013 will further summarize the latest developments of optimization and modelling and their applications in science, engineering and industry. In this review paper, we will analyse the recent trends in modelling and optimization, and their associated challenges. We will discuss important topics for further research, including parameter-tuning, large-scale problems, and the gaps between theory and applications.en
dc.description.versionPeer revieweden
dc.format.extent6
dc.format.extent223565
dc.format.extent855-860
dc.identifier.citationYang, X S, Koziel, S & Leifsson, L 2013, 'Computational optimization, modelling and simulation : Recent trends and challenges', Procedia Computer Science, vol. 18, pp. 855-860. https://doi.org/10.1016/j.procs.2013.05.250en
dc.identifier.doi10.1016/j.procs.2013.05.250
dc.identifier.issn1877-0509
dc.identifier.other251435950
dc.identifier.other3a27357f-ce01-427a-9cdc-77ca5dc39874
dc.identifier.other84896974512
dc.identifier.urihttps://hdl.handle.net/20.500.11815/8881
dc.language.isoen
dc.relation.ispartofseriesProcedia Computer Science; 18()en
dc.relation.urlhttps://www.scopus.com/pages/publications/84896974512en
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.subjectAlgorithmen
dc.subjectBlack-box modellingen
dc.subjectComputational optimizationen
dc.subjectMetaheursiticsen
dc.subjectModellingen
dc.subjectNonlinear optimizationen
dc.subjectOptimization algorithmen
dc.subjectSimulationen
dc.subjectStochastic optimizationen
dc.subjectSurragate-based optimizationen
dc.subjectGeneral Computer Scienceen
dc.titleComputational optimization, modelling and simulation : Recent trends and challengesen
dc.type/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/conferencearticleen

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