Sentence examples for based on stochastic search from inspiring English sources

Evolutionary programming is a kind of evolutionary computing method based on stochastic search suitable for solving system optimization.

PSO, an intelligent computational method based on stochastic search, is shown to be a versatile and efficient tool for this complicated engineering problem.

This paper presents new methods for Pareto front construction based on stochastic search algorithms (genetic algorithms, GAs and multi-objective genetic algorithms, MOGAs) that enable a very good determination of the Pareto front and fulfill some interesting specifications.

The second uses wrapper algorithms (see Section 2.7) based on stochastic search methods such as GP for identifying optimal combinations of SNPs that are associated with disease end points.

Our second approach based on stochastic heuristic search works well for much larger problems.

Our new algorithm, "RNA Secondary Structure Designer (RNA-SSD)", is based on stochastic local search, a prominent general approach for solving hard combinatorial problems.

The search is based on stochastic optimisation, and assumes that the same information and simulation tools as in the case of design by trial and error are available.

Particle swarm optimization can be seen as a search algorithm based on stochastic processes [24], where the learning of social behavior allows each possible solution (particle) 'fly' onto that space (swarm) looking for other particles that have the best features and thus minimizing or maximizing the objective function.

The characteristics of our baseline epidemics were consistent with other simulations based on stochastic individual-based models, specifically [7] [11].

This algorithm utilises a probabilistic model based on stochastic context free grammar and secondary structure-based filtering systems (SCFG).

NORMA is based on stochastic gradient descent.