Uncertainty quantifications of Pareto optima in multiobjective problems

• Published in: Journal of intelligent manufacturing Vol. 24; no. 2; pp. 385 - 395
• Main Authors: Hung, Tzu-Chieh, Chan, Kuei-Yuan
• Format: Journal Article
• Language: English
• Published: Boston Springer US 01.04.2013; Springer Nature B.V
• Subjects: Advanced manufacturing technologies; Approximation; Approximation method; Business and Management; Control; Decision making; Design; Design optimization; Engineering; Industrial engineering; Machines; Manufacturing; Manufacturing industry; Mechatronics; Noise; Numerical analysis; Objectives; Pareto optimum; Processes; Production; Robotics; Structural engineering; Studies; Uncertainty propagation; Multi-objective problems; Pareto set; Design under uncertainty

Design is a multi-objective decision-making process considering manufacturing, cost, aesthetics, usability among many other product attributes. The set of optimal solutions, the Pareto set, indicates the trade-offs between objectives. Decision-makers generally select their own optima from the Pareto...