Sentence examples for improve the exploration from inspiring English sources

This action can improve the exploration of algorithm and prevent from involving the optimization in the local optimal points.

This continuous optimization algorithm combines an imperialist competitive algorithm (ICA) and a particle swarm optimization (PSO) to improve the exploration ability of ICA.

DBB-BC uses collaborative-combination hybridization to combine the BB-BC algorithm, Differential Evolution algorithm, and Neighborhood Search in order to improve the exploration and exploitation capabilities of the original BB-BC in finding global solutions.

The diversity enhanced teaching strategy is employed to improve the exploration ability, and the quadratic interpolation operator is used to enhance the exploitation ability; therefore, the ensemble of these two components can establish a better balance between exploration and exploitation.

In particular, the scope of integrating intraomics data can be to improve the exploration of gene co-expression landscapes, while the scope of integrating interomics sources can be that of establishing genotype phenotype associations.

In order to improve the exploration, a new position-updated equation is presented by applying a random individual in the population to guide the search of new candidate individuals.

On the other hand, a large F value improves the exploration capability of the algorithm that can makes the mutant vectors distribute widely in the search space and can increase the diversity of the population [43].

The results obtained show that the region-based niching strategy is more efficient than the classical niching strategy called clearing and that the use of the archive as restrictive index significantly improves the exploration efficiency of the algorithm.

In principle, CPD can easily generate hundreds of thousands of sequences for a single backbone template, potentially improving the exploration of sequence space in cases where experimental data is rare.

This review provides an overview of the different attempts at improving the exploration of patient-level data.

The company open sourced a key tool, the Data Explorer, in 2015 in the hopes of getting companies to use and improve the data exploration tool.