Earticle

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

키워드

저자

• Huifang Cheng [ School of Information and Electric Engineering, Hebei University of Engineering Handan 056038, P.R. China ]
• Jianli Zhao [ Hebei Electric Power Design & Research Institute, Shijiazhuang, 050031 ]
• Haitao Wang [ College of Science, Hebei University of Engineering, Handan 056038 ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Security and Its Applications

• 간기

  격월간

• pISSN

  1738-9976

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605