Sentence examples for based on surrogate models from inspiring English sources

It is based on surrogate models developed using input-output data in a trust-region framework.

For computational efficiency, the SA is based on surrogate models (polynomial regression, moving least squares (MLS) and hybrid of quadratic polynomial and MLS regressions).

For low to moderately high dimensional problems and under the assumption of a smooth limit-state function, adaptive strategies based on surrogate models represent interesting alternative solutions.

Finally, the theoretical prediction showed an excellent coincidence with the numerical optimal results, and also validated the efficiency of the crashworthiness optimization design method based on surrogate models.

The theoretical predictions show excellent agreement with these simulation values, which hence illustrate the feasibility and efficiency of the crashworthiness optimization method based on surrogate models and finite element analysis techniques.

Optimization algorithm is based on surrogate model with parallel sampling strategy.

SIDe-O is a computer-aided design toolbox developed for the design of integrated inductors based on surrogate modeling techniques and the usage of evolutionary optimization algorithms.

It orients a new direction for material parameters identification based on surrogate model which can effectively be implemented to predict the fracture behaviors.

A fast multi-objective optimization method based on surrogate model which is greatly needed especially for emergency transfer missions is proposed to overcome the low-efficacy of original evolutionary multi-objective optimization methods.

To optimize the crashworthiness of the FGS columns, multi-objective optimization based on surrogate model of Radial Basis Function (RBF) and algorithm of Non-dominated Sorting Genetic Algorithm II (NSGA-II) are performed.

Investigators rarely, if ever, measure the actual exposure that an individual receives; ultimately, exposures are quantified based on surrogate information and a model (or a combination of models) that link this information to exposure based on common assumptions.