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InPUT: The Intelligent Parameter Utilization Tool
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Institutionen för informationsteknologi och medier.ORCID-id: 0000-0001-9372-3416
2012 (Engelska)Ingår i: GECCO Companion 12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, New York, NY, USA: ACM Press, 2012, s. 149-156Konferensbidrag, Enbart muntlig presentation (Refereegranskat)
Abstract [en]

Computer experiments are part of the daily business formany researchers within the area of computational intelligence. However, there is no standard for either human orcomputer readable documentation of computer experiments.Such a standard could considerably improve the collaboration between experimental researchers, given it is intuitiveto use. In response to this deficiency the Intelligent Param-eter Utilization Tool ( InPUT ) is introduced. InPUT offers ageneral and programming language independent format forthe definition of parameters and their ranges. It providesservices to simplify the implementation of algorithms andcan be used as a substitute for input mechanisms of existing frameworks. InPUT reduces code-complexity and increases the reusability of algorithm designs as well as the reproducibility of experiments. InPUT is available as open-source for Java and this will soon also be extended to C++, two ofthe predominant languages of choice for the development ofevolutionary algorithms.

Ort, förlag, år, upplaga, sidor
New York, NY, USA: ACM Press, 2012. s. 149-156
Nyckelord [en]
InPUT, InPUT4J, automated algorithm design, computer experiments, intelligent parameter utilization tool
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Datorsystem
Identifikatorer
URN: urn:nbn:se:miun:diva-16869DOI: 10.1145/2330784.2330807Scopus ID: 2-s2.0-84864976394ISBN: 978-1-4503-1178-6 (tryckt)OAI: oai:DiVA.org:miun-16869DiVA, id: diva2:546947
Konferens
14th International Conference on Genetic and Evolutionary Computation, GECCO'12;Philadelphia, PA;7 July 2012through11 July 2012;Code91623
Tillgänglig från: 2012-08-26 Skapad: 2012-08-26 Senast uppdaterad: 2012-10-22Bibliografiskt granskad

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Förlagets fulltextScopushttp://doi.acm.org/10.1145/2330784.2330807

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