Sentence examples for utilizing a genetic algorithm from inspiring English sources

In this work a novel approach utilizing a genetic algorithm (GA) based on a nonlinear energy operator (NEO) is proposed.

Thus, it was posed as a constrained optimization problem and solved utilizing a Genetic Algorithm with a penalty function approach.

It utilizes a genetic algorithm, combined with eight common heuristics, in an effort to minimize the total execution time.

Because the problem is NP-hard, the CA utilizes a genetic algorithm to determine the link on/off schedule.

The proposed solution procedure utilizes a genetic algorithm that is designed to find Pareto optimal solutions for this problem in a short period of time.

The technique utilizes a genetic algorithm (GA) to optimize functions based on binding property data derived from multiple virtual screening calculations.

We have designed a fully parallel and distributed hardware/software implementation of the generalized optimization subroutine PIKAIA, which utilizes a genetic algorithm to provide an objective determination of the globally optimal parameters for a given model against an observational data set.

In this paper a procedure for optimal design of shell and tube heat exchangers is proposed, which utilizes a genetic algorithm to minimize the total cost of the equipment including capital investment and the sum of discounted annual energy expenditures related to pumping.

For the global minimum search, we utilize a genetic algorithm (GA) for exploring the configuration space.

EFMs are generated by constraining reactions to zero flux; EFMEvolver utilizes a genetic algorithm [ 18], while the k-shortest EFM utilizes a binary solver [ 21] for this purpose.

Molecular docking confirmed drug enzyme interactions by computing the free energies of binding (ΔE) and inhibition constants (Ki) of the docked compounds utilizing a Lamarckian Genetic Algorithm.