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DC Field | Value | Language |
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dc.contributor.author | Li, C | - |
dc.contributor.author | Yang, S | - |
dc.date.accessioned | 2011-11-21T16:18:40Z | - |
dc.date.available | 2011-11-21T16:18:40Z | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | 7th International Conference on Simulated Evolution and Learning (SEAL 2008), Lecture Notes in Computer Science 5361: 391 - 400, 2008 | en_US |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | http://www.springerlink.com/content/567l022t27l67x10/ | en |
dc.identifier.uri | http://bura.brunel.ac.uk/handle/2438/5992 | - |
dc.description | Copyright @ Springer-Verlag Berlin Heidelberg 2008. | en_US |
dc.description.abstract | There has been a growing interest in studying evolutionary algorithms in dynamic environments in recent years due to its importance in real applications. However, different dynamic test problems have been used to test and compare the performance of algorithms. This paper proposes a generalized dynamic benchmark generator (GDBG) that can be instantiated into the binary space, real space and combinatorial space. This generator can present a set of different properties to test algorithms by tuning some control parameters. Some experiments are carried out on the real space to study the performance of the generator. | en_US |
dc.description.sponsorship | This work was supported by the Engineering and Physical Sciences Research Council (EPSRC) of UK under Grant EP/E060722/1. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Springer | en_US |
dc.subject | Evolutionary algorithms | en_US |
dc.subject | Dynamic environments | en_US |
dc.subject | Generalized dynamic benchmark generator | en_US |
dc.title | A generalized approach to construct benchmark problems for dynamic optimization | en_US |
dc.type | Book Chapter | en_US |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-540-89694-4_40 | - |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel (Active) | - |
pubs.organisational-data | /Brunel/Brunel (Active)/School of Info. Systems, Comp & Maths | - |
pubs.organisational-data | /Brunel/Research Centres (RG) | - |
pubs.organisational-data | /Brunel/Research Centres (RG)/CIKM | - |
pubs.organisational-data | /Brunel/School of Information Systems, Computing and Mathematics (RG) | - |
pubs.organisational-data | /Brunel/School of Information Systems, Computing and Mathematics (RG)/CIKM | - |
Appears in Collections: | Computer Science Dept of Computer Science Research Papers |
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