Title :
Design-informatics approach applicable to real-world problem
Author :
Chiba, Kazuhisa ; Makino, Yoshikazu ; Takatoya, Takeshi
Author_Institution :
Dept. of Mech. Syst. Eng., Hokkaido Inst. of Technol., Sapporo, Japan
Abstract :
The design-informatics approach has been proposed for next-generation innovative design methodology. The multi-objective problem should be treated in a real-world engineering problem because of the various design requirements. When a multi-objective optimization is implemented, the obtained result is not a sole solution but a set of optimum solutions due to tradeoff relations among design requirements. Therefore, decision-making process is necessary as a post-process for optimization result. In the present study, the design-informatics approach, which is considered as a sequential process between an optimization and its post-process operations, is suggested and is applied to the large-scale and real-world design problem. Consequently, a compromised solution can be efficiently decided from the non-dominated solutions obtained by multidisciplinary design optimization. This approach would be a new efficient procedure for design manner, and also it would be the methodology that innovative design knowledge can be acquired.
Keywords :
aerospace engineering; decision making; design engineering; optimisation; decision making process; design informatics approach; multidisciplinary design optimization; multiobjective optimization; next generation innovative design methodology; real world engineering problem; real world problem; Aerodynamics; Analysis of variance; Data mining; Databases; Geometry; Optimization; Shape;
Conference_Titel :
Computational Intelligence in Multicriteria Decision-Making (MDCM), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-61284-068-0
DOI :
10.1109/SMDCM.2011.5949276