The Way to an Open-Source Software for Automated Optimization and Learning - Open Opal

dc.accessRightsAnonymous
dc.audienceSonstige
dc.contributor.authorDornberger, Rolf
dc.contributor.authorHanne, Thomas
dc.contributor.authorFrey, Lukas
dc.date.accessioned2015-10-05T15:41:28Z
dc.date.available2015-10-05T15:41:28Z
dc.date.issued2010-09-27T00:00:00Z
dc.description.abstractAn optimization framework combines various methods, strategies, and programming interfaces on a robust software platform. Its development requires knowledge from application areas, and about optimization methods, as well as from software engineering. Different persons provide diverse know-how about modeling and simulating engineering and/or business problems, about search and optimization methods, and about new software trends to implement them into software. This paper describes the approach how an optimization framework based on evolutionary algorithms and other methods is developed in subsequent projects with application engineers and software developers cooperatively working together guaranteeing a sophisticated knowledge transfer. Therefore, particular knowledge management aspects are emphasized. As result, the optimization platform OpenOpal and the ideas behind its software architecture, supporting the know-how transfer, are presented. In order to continuously improve this optimization framework it is transferred into an open-source software initiative. The objective is to broaden the user group by increasing the number of knowledge contributors both from academia - integrating and testing newly developed optimization methods - and from various engineering areas - providing real-world problems to be solved.
dc.identifier.isbn978-1-4244-6090-3
dc.identifier.urihttp://hdl.handle.net/11654/9191
dc.language.isoenen_US
dc.relation.ispartofProceedings of the IEEE Congress on Evolutionary Computation, CEC 2010
dc.spatialBarcelona
dc.subjectartificial intelligence
dc.subjectevolutionary algorithms
dc.subjectevolutionary computation
dc.subjectknowledge transfer
dc.subjectlearning
dc.subjectmathematics computing
dc.subjectopen-source software
dc.subjectoptimization framework
dc.subjectsoftware architecture
dc.subjectsoftware engineering
dc.subject.ddc330 - Wirtschaft
dc.subject.ddc005 - Computer Programmierung, Programme und Daten
dc.titleThe Way to an Open-Source Software for Automated Optimization and Learning - Open Opal
dc.type04B - Beitrag Konferenzschrift
dspace.entity.typePublication
fhnw.InventedHereunbekannt
fhnw.ReviewTypeNo peer review
fhnw.affiliation.hochschuleHochschule für Wirtschaftde_CH
fhnw.affiliation.institutInstitut für Wirtschaftsinformatikde_CH
fhnw.pagination1-8
fhnw.publicationStatePublished
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relation.isAuthorOfPublication35d8348b-4dae-448a-af2a-4c5a4504da04
relation.isAuthorOfPublication823af11f-eb47-4008-9791-570024b49385
relation.isAuthorOfPublication.latestForDiscovery823af11f-eb47-4008-9791-570024b49385
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