Sentence examples for Improve optimization from inspiring English sources
Instead of computationally expensive numerical analysis, analytical mapping models between objectives and parameters are investigated to improve optimization efficiency.
The numerical optimization and model tests results demonstrate that the proposed method can significantly improve optimization efficiency.
The predicted value of 0.5 for the ratio between the convex hull and the available space was 10% higher than the experimental value, demonstrating the usefulness of the approach to improve optimization of the GC × GC separation.
While this is a successful strategy to improve optimization efficiency, challenges arise when constructing surrogate models in higher dimensional function space, where the trade space between multiple conflicting objectives is increasingly complex.
To this end, an automatic ontology based optimization system that links rule-based optimization model and ontology has been introduced for the purpose to both improve optimization performance and to present new extracted knowledge at optimization run-time.
Variants of the DE algorithm are continually being developed in an effort to improve optimization performance.
An improved optimization algorithm, group search optimizer with intraspecific competition and lévy walk, is then used to optimize the MV model by introducing the risk tolerance parameter.
An improved optimization algorithm, group search optimizer with intraspecific competition and lévy walk (GSOICLW), is then used to optimize the MV model by introducing the risk tolerance parameter.
Starting from a set of initial solutions, MOEAs use iteratively improving optimization techniques to find the optimal solutions.
Improved optimization algorithms could potentially enable faster industrial prototyping and make training contemporary models more accessible.
Jenkinson, M., Bannister, P., Brady, M. & Smith, S. Improved optimization for the robust and accurate linear registration and motion correction of brain images.
