KOREASCHOLAR

다분야 통합 최적설계에서 근사모델 관리기법의 활용 Utilization of Application Model Management Techniquesin Multidisciplinary Design Optimization

박창규
  • 언어KOR
  • URLhttp://db.koreascholar.com/Article/Detail/410619
한국기계기술학회지 (韓國機械技術學會誌)
제23권 제5호 (2021.10)
pp.808-815
한국기계기술학회 (Korean Society of Mechanical Technology)
초록

In system design, it is not always possible that all decision makers can cooperate fully and thus avoid conflict. They each control a specified subset of design variables and seek to minimize their own cost functions subject to their individual constraints. However, a system management team makes every effort to coordinate multiple disciplines and overcome such noncooperative environment. Although full cooperation is difficult to achieve, noncooperation also should be avoided as possible. Our approach is to predict the results of their cooperation and generate approximate Pareto set for their multiple objectives. The Pareto set can be obtained according to the degree of one's conceding coupling variables in the other's favor. We employ approximation concept for modelling this coordination and the mutiobjective genetic algorithm for exploring the coupling variable space for obtaining an approximate Pareto set. The approximation management concept is also used for improving the accuracy of the Pareto set. The exploration for the coupling variable space is more efficient because of its smaller dimension than the design variable space. Also, our approach doesn't force the disciplines to change their own way of running analysis and synthesis tools. Since the decision making process is not sequential, the required time can be reduced comparing to the existing multidisciplinary design optimization. This approach is applied to some mathematical examples and structural optimization problems.

저자
  • 박창규(광주대학교) | Park Chang Kyu