원문정보
보안공학연구지원센터(IJSIA)
International Journal of Security and Its Applications
Vol.10 No.1
2016.01
pp.87-94
피인용수 : 0건 (자료제공 : 네이버학술정보)
초록
영어
Schema theorem is the theoretical foundation of the evolutionary algorithm. This paper focuses on a new, and general schema theory for multigenic chromosomes gene expression programming. The theory is applicable to every operator in GEP via the method of probability. Not only the destruction but also the creation probability of the schema is considered in the evolutionary process. An equivalent form of general schema theory of GEP was deduced. The result shows that the individuals with high fitness values, shorter schema order, more function nodes, and the shorter the insertion sequence have the greater transmission probability than the average ones.
목차
Abstract
1. Introduction
2. Gene-hyperschema Theorem and Multigenic Chromosomes GEP Schema
2.1. Gene-hyperschema
2.2. Multigenic Chromosomes GEP Schema
3. General Schema Theory for Multigenic Chromosomes Gene Expression Programming
3.1. The design of replication and selection operators
3.2. The Design of Mutation Operator
3.3. The Design of IS Transposition
3.4. The Design of RIS Transposition
3.5. The Design of Gene Transposition
3.6. The Design of One-Point Recombination
3.7. The Design of Two-Point Recombination
3.8. The Design of Gene Recombination
3.9. General Schema Theory for Multigenic Chromosomes Gene Expression Programming
4. Conclusions and Prospective
References
1. Introduction
2. Gene-hyperschema Theorem and Multigenic Chromosomes GEP Schema
2.1. Gene-hyperschema
2.2. Multigenic Chromosomes GEP Schema
3. General Schema Theory for Multigenic Chromosomes Gene Expression Programming
3.1. The design of replication and selection operators
3.2. The Design of Mutation Operator
3.3. The Design of IS Transposition
3.4. The Design of RIS Transposition
3.5. The Design of Gene Transposition
3.6. The Design of One-Point Recombination
3.7. The Design of Two-Point Recombination
3.8. The Design of Gene Recombination
3.9. General Schema Theory for Multigenic Chromosomes Gene Expression Programming
4. Conclusions and Prospective
References
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참고문헌
자료제공 : 네이버학술정보