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분산 정규화를 이용한 구조물의 재료 위상최적 알고리즘 -최적해의 수치적인 안정성과 관련하여-

원문정보

Structural Material Topology Optimization Algorithm using Variance Regularization -Numerical Stability of Optimal Solution-

이동규, 박현정, 신수미

피인용수 : 0(자료제공 : 네이버학술정보)

초록

영어

This study shows a variance regularization method in order to obtain the stable optimal solutions, when a numerical method accelerating design variables is used for material topology optimization algorithm. Since a moved and regularized Heaviside function used in the accelerated method is composed of nonlinear concave and convex functions in a given design domain between 0 and 1, design variables below 0.5 can move fast toward the value of 0 and those over 0.5 are rapidly located to the value of 1. However optimal solutions may be not stable due to singularity of element stiffness, while the accelerated design variables are too closed to value 0. In particular this instability may occur to the accelerated method-based material topology optimization algorithms much repeating the moved and regularized Heaviside function. In order to resolve the problem, in this study, a variance regularization is formulated within a linear governing equation for structural analyses of optimization procedures. Numerical examples for topologically optimally modeling a linear elastostatic MBB-beam verify that the accelerated method of design variables take numerical stability of topological optimal solutions by being associated with the variance regularization method.

목차

1. 서론
2. 최적 설계변수 가속법(Accelerated Method)
3. 분산 정규화법(Variance regularization method)
 3.1 분산 정규화의 수학적 공식화
 3.2 분산 정규화의 선형방정식 시스템
4. 위상 최적화 문제의 정식화
 4.1 최적화 문제
 4.2 밀도분배법의 개념
5. 분산 정규화법을 적용한 설계변수 가속법에 기초한위상 최적화 알고리즘
6. 수치 예제
7. 결론
참고문헌

저자정보

  • 이동규 Lee, Dong-Kyu. 포항산업과학연구원 강구조연구소, 선임연구원
  • 박현정 Park, Hyun-Jung. 신라대학교 건축학부 조교수, 공학박사
  • 신수미 Shin, Soo-Mi. 부산대학교 건축공학과 BK21 박사후연구원, 공학박사

참고문헌

자료제공 : 네이버학술정보

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