Title :
Multi-objective optimization based on the integration of Linear Physical Programming within Analytical Target Cascading
Author :
Ting-ting, Wang ; Xiao-kai, Chen ; Yi, Lin
Author_Institution :
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
The large-scale complex system of the practical engineering design always contains multiply optimization objectives and multiply disciplines. Aiming at the large-scale system Multidisciplinary design optimization (MDO) design problem with the serious conflicts between the different design objectives, we describe the integration of Linear Physical Programming within Analytical Target Cascading framework in this paper. The proposed framework would enable designers to formulate multiple system-level objectives in terms of physically meaningful parameters, and would hierarchically decompose the multilevel system into several small and more manageable subsystems for saving computational cost. A mathematical example using MDO method demonstrated the proposed framework.
Keywords :
design engineering; linear programming; analytical target cascading; engineering design; linear physical programming; multidisciplinary design optimization; multiobjective optimization; Aggregates; Convergence; Decision making; Delta modulation; Educational institutions; Optimization; Programming; Analytical Target Cascading; MDO; linear physical programming; multi-objective optimization;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098673