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Conference Paper: Are bang-bang minimum-time control policies evolutionarily inevitable?

TitleAre bang-bang minimum-time control policies evolutionarily inevitable?
Authors
KeywordsComputers
Cybernetics
Issue Date1996
PublisherIEEE.
Citation
IEEE International Conference on Systems, Man, and Cybernetics Conference Proceedings, Beijing, China, 14-17 October 1996, v. 3, p. 2422-2427 How to Cite?
AbstractThe extent to which minimum-time control policies are necessarily bang-bang is investigated. It is shown that this very important issue can be conveniently examined by means of genetic algorithms. These general results are illustrated by the genetic design of a minimum-time controller for a second-order plant. It transpires that the control policies generated by a two-level hierarchy of genetic algorithms evolve towards a bang-bang form as the performance of the associated controller evolves towards time-optimality.
Persistent Identifierhttp://hdl.handle.net/10722/46574
ISSN

 

DC FieldValueLanguage
dc.contributor.authorPorter, Ben_HK
dc.date.accessioned2007-10-30T06:53:14Z-
dc.date.available2007-10-30T06:53:14Z-
dc.date.issued1996en_HK
dc.identifier.citationIEEE International Conference on Systems, Man, and Cybernetics Conference Proceedings, Beijing, China, 14-17 October 1996, v. 3, p. 2422-2427en_HK
dc.identifier.issn1062-922Xen_HK
dc.identifier.urihttp://hdl.handle.net/10722/46574-
dc.description.abstractThe extent to which minimum-time control policies are necessarily bang-bang is investigated. It is shown that this very important issue can be conveniently examined by means of genetic algorithms. These general results are illustrated by the genetic design of a minimum-time controller for a second-order plant. It transpires that the control policies generated by a two-level hierarchy of genetic algorithms evolve towards a bang-bang form as the performance of the associated controller evolves towards time-optimality.en_HK
dc.format.extent389956 bytes-
dc.format.extent4653 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypetext/plain-
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.rights©1996 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectComputersen_HK
dc.subjectCyberneticsen_HK
dc.titleAre bang-bang minimum-time control policies evolutionarily inevitable?en_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1062-922X&volume=3&spage=2422&epage=2427&date=1996&atitle=Are+bang-bang+minimum-time+control+policies+evolutionarily+inevitable?en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/ICSMC.1996.565559en_HK
dc.identifier.hkuros28397-

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