Publisher: Springer; 2003 edition (February 22, 2009)
Format: PDF / Kindle / ePub
Size: 6.6 MB
Downloadable formats: PDF
The fifth overseas Workshop on studying Classi?er platforms (IWLCS2002) used to be held September 7–8, 2002, in Granada, Spain, through the seventh foreign convention on Parallel challenge fixing from Nature (PPSN VII). we now have incorporated during this quantity revised and prolonged models of the papers provided on the workshop. within the ?rst paper, Browne introduces a brand new version of studying classi?er process, iLCS, and checks it at the Wisconsin Breast melanoma classi?cation challenge. Dixon et al. current an set of rules for decreasing the suggestions developed through the classi?er approach XCS, so one can produce a small set of without problems comprehensible principles. Enee and Barbaroux take a detailed examine Pittsburgh-style classi?er platforms, concentrating on the multi-agent challenge referred to as El-farol. Holmes and Bilker examine the impact that a number of varieties of lacking facts have at the classi?cation functionality of studying classi?er platforms. the 2 papers by means of Kovacs take care of an incredible theoretical factor in studying classi?er platforms: using accuracy-based ?tness in place of the extra conventional strength-based ?tness. within the ?rst paper, Kovacs introduces a strength-based model of XCS, referred to as SB-XCS. the unique XCS and the recent SB-XCS are in comparison within the moment paper, the place - vacs discusses the various sessions of ideas that XCS and SB-XCS are inclined to evolve.