Title :
Adaptive precision technique for genetic algorithms
Author_Institution :
Dept. of Comput., Imperial Coll. London, London
Abstract :
In this paper, the authors have developed an adaptive precision technique for genetic algorithms (GA) (Mitchell, 1996), which is similar in spirit to the mixed precision techniques, but instead, a global precision is used at any time. The global precision is increased adaptively, greatly simplifying the partitioning and switching decision problems.
Keywords :
genetic algorithms; logic partitioning; precision engineering; adaptive precision technique; genetic algorithms; global precision technique; mixed precision techniques; partitioning decision problems; switching decision problems; Application specific integrated circuits; Biological cells; Educational institutions; Fabrics; Field programmable gate arrays; Genetic algorithms; Genetic mutations; Parallel processing; Switches; Testing;
Conference_Titel :
Field Programmable Logic and Applications, 2008. FPL 2008. International Conference on
Conference_Location :
Heidelberg
Print_ISBN :
978-1-4244-1960-9
Electronic_ISBN :
978-1-4244-1961-6
DOI :
10.1109/FPL.2008.4630047
