Sentence examples for optimization fitness from inspiring English sources

Here, during optimization, fitness is defined by the distance metric F x).

The author compared the performance of ABC with the performance of genetic algorithm and particle swarm optimization in terms of fitness convergence characteristic, optimal fitness, and computation time.

Such approaches essentially perform optimization in fitness landscapes that are mapped to a different representation based on hypercomplex numbers that may generate smoother surfaces.

In a multi-objective optimization problem, fitness sharing is useful in stabilizing the multiple subpopulations that arise along with the Pareto optimal set and preventing excessive competition among distant population members.

In addition to these five characteristics, we believe that a good metric might also benefit from having well-defined lower and upper boundaries as this facilitates quantitative comparison of different models and facilitates optimization of fitness functions based on these metrics.

Construct the particle to map the solution of interest problem; Create the initial topology for swarm and parameters to initial the optimization; Calculate fitness value for each particle; Renew particle position; Return to (2) until the solution satisfies the requirement of interest problem.

They explored the optimization of fitness as a function of mutation rate in a model of reproducing agents on a toroidal lattice; the agents consumed energy from a "continually augmented external source", and reproduced when they had accumulated sufficient resources to split into two organisms.

Genetic Algorithm gives"80% Accuracy" for wild type inhibition and "75% Accuracy" for mutant inhibition in the final optimization by fitness function.

The criteria-based approaches try to optimize clustering fitness functions using different optimization techniques.

Global optimization methods use fitness or objective functions to find the transformation that drives the fitness function to the smallest value.

This requires selection of plants tolerant to such conditions, and optimization of their fitness and growth.