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| Title: | Evolving Cellular Automata to Generate Nonlinear Sequences with Desirable Properties |
| Authors: | Tan, SK
Guan, SU |
| Keywords: | cellular automata, random number generation, incremental evolution |
| Publication Date: | 2007 |
| Publisher: | Elsevier |
| Citation: | Syn Kiat Tan and Sheng-Uei Guan, “Evolving Cellular Automata to Generate Nonlinear Sequences with Desirable Properties”, Applied Soft Computing, Volume 7, Issue 3, June 2007, Pages 1131-1134 |
| Abstract: | This paper presents a new chromosomal representation and associated genetic operators for the evolution of highly nonlinear cellular automata that generate pseudorandom number sequences with desirable properties ensured. This chromosomal representation reduces the computational complexity of genetic operators to evolve valid solutions while facilitating fitness evaluation based on the DIEHARD statistical tests. |
| URI: | www.elsevier.com/wps/product/cws_home/621920
http://bura.brunel.ac.uk/handle/2438/1404 |
| ISSN: | 1568-4946 |
| Appears in Collections: | School of Engineering and Design Research papers
Electronic and Computer Engineering
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