Multi-objective optimisation using sharing in swarm optimisation algorithms

303 30 735 9 1069 document 735 SalazarLechuga09PhD.pdf application/pdf 178f295c7f7c285b8d84e579d1edb3dc MD5 5615086 2011-07-19 16:15:30 http://etheses.bham.ac.uk//id/eprint/303/1/SalazarLechuga09PhD.pdf 303 1 1 application/pdf application/pdf en public

SalazarLechuga09PhD.pdf

http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/24068 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/24068 http://eprints.org/relation/hassmallThumbnailVersion http://etheses.bham.ac.uk/id/document/24068 http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/24069 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/24069 http://eprints.org/relation/haspreviewThumbnailVersion http://etheses.bham.ac.uk/id/document/24069 http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/25159 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/25159 http://eprints.org/relation/hasIndexCodesVersion http://etheses.bham.ac.uk/id/document/25159 736 6 1070 document 736 Decl_IS_SalazarLechuga09PhD.jpg image/jpeg e6de9ef9ceef014f40991d7802880afb MD5 140948 2011-07-19 16:15:30 http://etheses.bham.ac.uk//id/eprint/303/2/Decl_IS_SalazarLechuga09PhD.jpg 303 2 2 image/jpeg image/jpeg en staffonly

Decl_IS_SalazarLechuga09PhD.jpg

http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/24070 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/24070 http://eprints.org/relation/hassmallThumbnailVersion http://etheses.bham.ac.uk/id/document/24070 http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/24071 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/24071 http://eprints.org/relation/hasmediumThumbnailVersion http://etheses.bham.ac.uk/id/document/24071 http://eprints.org/relation/hasVolatileVersion http://etheses.bham.ac.uk/id/document/24072 http://eprints.org/relation/hasVersion http://etheses.bham.ac.uk/id/document/24072 http://eprints.org/relation/haspreviewThumbnailVersion http://etheses.bham.ac.uk/id/document/24072 24071 2 50554 document 24071 medium.jpg image/jpeg da984feee06fee1fcdb83f83a4facf29 MD5 2500 2013-01-29 14:49:54 http://etheses.bham.ac.uk//id/eprint/303/16/medium.jpg 303 16 16 image/jpeg image/jpg Image thumbnails conversion from image/jpeg to thumbnail_medium en staffonly

medium.jpg

http://eprints.org/relation/isVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/isVolatileVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/ismediumThumbnailVersionOf http://etheses.bham.ac.uk/id/document/736 24072 2 50555 document 24072 preview.jpg image/jpeg e3d4838704be422af6ee86e3887dce7a MD5 10085 2013-01-29 14:49:54 http://etheses.bham.ac.uk//id/eprint/303/17/preview.jpg 303 17 17 image/jpeg image/jpg Image thumbnails conversion from image/jpeg to thumbnail_preview en staffonly

preview.jpg

http://eprints.org/relation/isVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/isVolatileVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/ispreviewThumbnailVersionOf http://etheses.bham.ac.uk/id/document/736 24069 2 50551 document 24069 preview.jpg image/jpeg 795cafa1d959d405031d6170caed9030 MD5 9553 2013-01-29 14:49:53 http://etheses.bham.ac.uk//id/eprint/303/14/preview.jpg 303 14 14 image/jpeg image/jpeg Thumbnail Documents conversion from application/pdf to thumbnail_preview en public

preview.jpg

indexcodes.txt

small.png

small.jpg

http://eprints.org/relation/isVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/isVolatileVersionOf http://etheses.bham.ac.uk/id/document/736 http://eprints.org/relation/issmallThumbnailVersionOf http://etheses.bham.ac.uk/id/document/736 25159 2 52246 document 25159 indexcodes.txt text/plain 85374257cc7c5e3f480f70867e123af5 MD5 38866 2013-01-29 18:26:08 http://etheses.bham.ac.uk//id/eprint/303/18/indexcodes.txt 303 18 18 text/plain indexcodes Generate index codes conversion from application/pdf to indexcodes en public

indexcodes.txt

http://eprints.org/relation/isVersionOf http://etheses.bham.ac.uk/id/document/735 http://eprints.org/relation/isVolatileVersionOf http://etheses.bham.ac.uk/id/document/735 http://eprints.org/relation/isIndexCodesVersionOf http://etheses.bham.ac.uk/id/document/735 archive 4031 disk0/00/00/03/03 2009-10-23 11:44:14 2019-01-23 09:51:53 2011-07-19 16:15:30 thesis show 0 Salazar Lechuga Maximino Rowe Jon University of Birmingham Multi-objective optimisation using sharing in swarm optimisation algorithms unpub QA75 10col_ephy Many problems in the real world are multi-objective by nature, this means that many times there is the need to satisfy a problem with more than one goal in mind. These type of problems have been studied by economists, mathematicians, between many more, and recently computer scientists. Computer scientists have been developing novel methods to solve this type of problems with the help of evolutionary computation. Particle Swarm Optimisation (PSO) is a relatively new heuristic that shares some similarities with evolutionary computation techniques, and that recently has been successfully modified to solve multi-objective optimisation problems. In this thesis we first review some of the most relevant work done in the area of PSO and multi-objective optimisation, and then we proceed to develop an heuristic capable to solve this type of problems. An heuristic, which probes to be very competitive when tested over synthetic benchmark functions taken from the specialised literature, and compared against state-of-the-art techniques developed up to this day; we then further extended this heuristic to make it more competitive. Almost at the end of this work we incursion into the area of dynamic multi-objective optimisation, by testing the capabilities and analysing the behaviour of our technique in dynamic environments. 2009-07-15 2006-10 graduation eng author unchecked This unpublished thesis/dissertation is copyright of the author and/or third parties. The intellectual property rights of the author or third parties in respect of this work are as defined by The Copyright Designs and Patents Act 1988 or as modified by any successor legislation. Any use made of information contained in this thesis/dissertation must be in accordance with that legislation and must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the permission of the copyright holder. Consejo Nacional de Ciencia y Tecnología, Mexico public 252 University of Birmingham School of Computer Science d_ph FALSE other 2009-07-15 graduation