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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Xiaoxiao Wang Licheng Jiao |
| Copyright Year | 2014 |
| Description | Author affiliation: Key Lab. of Intell. Perception & Image Understanding, Xidian Univ., Xi'an, China (Xiaoxiao Wang; Licheng Jiao) |
| Abstract | This paper aims to propose a modified species conservation technique for reversible logic circuits synthesis which is characterized by multimodal and large search space. The species conservation technique is tailored to adapt the uncertainty caused by the variable length representation. The different species is divided according to a new similarity definition and the similarity threshold is dynamically adjusted with the increasing of the chromosome length to ensure the search space exploring. A species elimination and restart search are conducted to avoid redundant search when a species converged. The same reproduction probability, other than that proportionate to its ranking, is given to different species. Experiments have been performed on a series of benchmark test functions. Comparison is primarily conducted to show the superior performance different to the basic evolutionary algorithm without species conservation mechanism and the original species conservation method. |
| Starting Page | 637 |
| Ending Page | 641 |
| File Size | 284355 |
| Page Count | 5 |
| File Format | |
| ISSN | 21579563 |
| e-ISBN | 9781479951512 |
| DOI | 10.1109/ICNC.2014.6975910 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-08-19 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | variable-legnth representation multimodal optimization Sociology RLC circuits Evolutionary computation synthesis of reversible logic circuit Logic gates Statistics Optimization Biological cells speices conservation |
| Content Type | Text |
| Resource Type | Article |
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