Zobrazeno 1 - 10
of 106
pro vyhledávání: '"Ren-Jye Yang"'
Publikováno v:
Engineering Optimization. 50:1325-1346
Design domain identification with desirable attributes (e.g. feasibility, robustness and reliability) provides advantages when tackling large-scale engineering optimization problems. For the purpose of dealing with feasibility robustness design probl
Publikováno v:
Structural Safety. 66:74-83
Model based reliability analysis could be misleading if the simulation model were not validated at the intended design configuration. To improve model accuracy without conceptually revising the model, various model bias correction approaches have bee
Publikováno v:
International Journal for Numerical Methods in Engineering. 113:1434-1445
Summary Topology optimization has been widely studied and implemented as a powerful conceptual design tool in various engineering applications. However, the result from topology optimization has posed an implementation challenge to engineers because
Publikováno v:
Structural and Multidisciplinary Optimization. 55:53-62
Evolutionary multi-objective optimization has established itself a core field of research and application, with a proliferation of algorithms derived. During the multi-objective optimization processes, the discovered ideal solutions should be diverse
Publikováno v:
SAE International Journal of Materials and Manufacturing. 9:400-409
Publikováno v:
Applied Mathematical Modelling. 39:4243-4256
Sampling-based methods are general but time consuming for solving a reliability-based design optimization (RBDO) problem. However, one of the major drawbacks of using Monte Carlo simulation (MCS) to compute the sensitivities of reliability functions
Improved particle swarm optimization algorithm using design of experiment and data mining techniques
Publikováno v:
Structural and Multidisciplinary Optimization. 52:813-826
Particle swarm optimization (PSO) is a relatively new global optimization algorithm. Benefitting from its simple concept, fast convergence speed and strong ability of optimization, it has gained much attention in recent years. However, PSO suffers fr
Publikováno v:
SAE International Journal of Materials and Manufacturing. 8:315-321
A copula-based approach for model bias characterization was previously proposed (18) aiming at improving prediction accuracy compared to other model characterization approaches such as regression and Gaussian Process. This paper proposes an adaptive
Publikováno v:
SAE International Journal of Materials and Manufacturing. 8:693-696
Publikováno v:
SAE International Journal of Materials and Manufacturing. 8:309-314
To date, model validation metric is prominently designed for non-dynamic model responses. Though metrics for dynamic responses are also available, they are specifically designed for the vehicle impact application and uncertainties are not considered