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Comprehensive Geometric Parameterization and Computationally Efficient 3D Shape Matching Optimization of Realistic Stents
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Flexible and compact shape representation schemes are essential for design optimization problems. Current shape representation schemes for coronary stent designs concern predominantly idealized or independent ring (IR) ...
A Surrogate-Assisted Multiconcept Optimization Framework for Real-World Engineering Design
Publisher: The American Society of Mechanical Engineers (ASME)
Incremental and Direct Design Optimization Using Mathematical Programming and Symbolic Regression
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Long-term product line planning often requires identifying a sequence of designs with small changes and progressively improved performance. This is to enable a gradual transition of users from an existing product ...
An Approach to Identify Six Sigma Robust Solutions of Multi/Many Objective Engineering Design Optimization Problems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In order to be practical, solutions of engineering design optimization problems must be robust, i.e., competent and reliable in the face of uncertainties. While such uncertainties can emerge from a number of sources ...
Multi Objective Optimization With Multiple Spatially Distributed Surrogates
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In engineering design optimization, evaluation of a single solution (design) often requires running one or more computationally expensive simulations. Surrogate assisted optimization (SAO) approaches have long been used ...
A Projection Based Approach for Constructing Piecewise Linear Pareto Front Approximations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reallife design problems often require simultaneous optimization of multiple conflicting criteria resulting in a set of best tradeoff solutions. This best tradeoff set of solutions is referred to as Pareto optimal front ...
A Novel Decomposition-Based Evolutionary Algorithm for Engineering Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In recent years, evolutionary algorithms based on the concept of “decomposition” have gained significant attention for solving multi-objective optimization problems. They have been particularly instrumental in solving ...
Multiple Surrogate-Assisted Many-Objective Optimization for Computationally Expensive Engineering Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Engineering design often involves problems with multiple conflicting performance criteria, commonly referred to as multi-objective optimization problems (MOP). MOPs are known to be particularly challenging if the number ...
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