지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2004.7
- 수록면
- 1,121 - 1,130 (10page)
이용수
초록· 키워드
오류제보하기
The Genetic Algorithm (GA), an optimization technique based on the theory of natural selection, has proven to be a relatively robust means of searching for global optimum. It converges to the global optimum point without auxiliary information such as differentiation of function. In the case of a complex problem, the GA involves a large population number and requires a lot of computing time. To improve the process, this research used parallel processing with several personal computers. Parallel process technique is classified into two methods according to sub population's size and number. One is the fine~grained method (FGM) , and the other is the coarse-grained method (CGM). This study selected the CGM as a parallel process technique because the load is equally divided among several computers. The given design domain should be reduced according to the degree of feasibility, because mechanical system problems have constraints. The reduced domain is used as an initial design domain. It is consistent with the feasible domain and the infeasible domain around feasible domain boundary. This parallel process used the Message Passing Interface library.
목차
Abstract
1. Introduction
2. Parallel Genetic Algorithm
3. Reset of Initial Domain
4. Parallel Example
5. Conclusions
Acknowledgment
References
참고문헌 (10)
참고문헌 신청
[학술지(정기간행물)] - / 2000 / Genetic Algorithms and Their Applications : 55 ~ 69
[학술지(정기간행물)] - / 2002 / A Study on Improvement of Genetic Algorithm Operation Using the Restarting Strategy 15 (002) : 305 ~ 313
[학술지(정기간행물)] - / 1994 / Genetic Algorithm with Local Improvement Design 7 : 207 ~ 218
[학술지(정기간행물)] - / 2003 / Optimal Design of a Squeeze Film Damper Using an Enhanced Genetic Algorithm 17 (12) : 1938 ~ 1948
[학술지(정기간행물)] - / 2002 / Optimization of a Composite Laminated Structure by Network-Based Genetic Algorithm 16 (8) : 1038 ~ 1038
[학술지(정기간행물)] - / 2002 / A Study on Improvement of Genetic Algorithm Operation Using the Restarting Strategy 15 (002) : 305 ~ 313
[학술지(정기간행물)] - / 1994 / Genetic Algorithm with Local Improvement Design 7 : 207 ~ 218
[학술지(정기간행물)] - / 2003 / Optimal Design of a Squeeze Film Damper Using an Enhanced Genetic Algorithm 17 (12) : 1938 ~ 1948
[학술지(정기간행물)] - / 2002 / Optimization of a Composite Laminated Structure by Network-Based Genetic Algorithm 16 (8) : 1038 ~ 1038
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