New Constraint-Handling Method for Multi-Objective and Multi-Constraint Evolutionary Optimization
スポンサーリンク
概要
- 論文の詳細を見る
A new constraint-handling method based on Pareto-optimality and niching concepts for multi-objective multi-constraint evolutionary optimization is proposed. The proposed method does not require any constants to be tuned for constraint-handling. In addition, the present method does not use the weighted-sum of constraints and thus does not require tuning of weight coefficients and is efficient even when all individuals in the initial population are infeasible or the amount of violation of each constraint is significantly different. The proposed approach is demonstrated to be remarkably more robust than the dynamic penalty approach and other dominance-based approaches through the optimal design of a welded beam and conceptual design optimization of a two-stage-to-orbit spaceplane.
- 社団法人 日本航空宇宙学会の論文
- 2007-05-04
著者
-
FUJII Kozo
Department of Cardiovascular Medicine, Yamaguchi University Graduate School of Medicine
-
Oyama Akira
Department Of Space Transportation Engineering Institute Of Space And Astronautical Science Japan Ae
-
SHIMOYAMA Koji
Department of Aeronautics and Astronautics, University of Tokyo
-
Fujii Kozo
Department Of Space Transportation Engineering Institute Of Space And Astronautical Science Japan Ae
-
Shimoyama Koji
Department Of Aeronautics And Astronautics University Of Tokyo
-
OYAMA Akira
Department of Nuclear Engineering, Faculty of Engineering,the University of Tokyo
関連論文
- Effects of Angiotensin II Type 1 Receptor Antagonist on Smooth Muscle Cell Phenotype in Intramyocardial Arteries from Spontaneously Hypertensive Rats
- Comparative Effects of AT1 Receptor Antagonist and Long-acting Ca Antagonist on Smooth Muscle Cell Phenotype in Intramyocardial Arteries from SHRSP
- Id2 Mediates Phenotypic Modulation of Vascular Smooth Muscle Cells by MAP Kinase Pathway
- New Constraint-Handling Method for Multi-Objective and Multi-Constraint Evolutionary Optimization
- Computational Study of Effects of Nondimensional Parameters on Synthetic Jets
- Measurement of Heat Transfer Coefficients for Axial Air Flow through Eccentric Annulus and Seven-Rod Cluster
- A Simulation Experiment of the Results of Fission Product Gas Release due to Fuel Cladding Failure using Water Circulation System
- On the Two-Point Approximation Equation of Reactor Kinetics
- A Matrix Operator Method for Reactor Calculation
- Equilibrium spreading pressure of the mixed system of normal long chain fatty acids.
- Dynamic Analysis of Large Fast Reactor
- Effects of Multiple Control Rods