Sentence examples for momentum optimization from inspiring English sources

Table 2 Genetic optimization parameters Parameter Value/description Number of iterations 500 Population size 10 Maximum generations 100 Momentum optimization lower bound value 0.05 Momentum optimization upper bound value 0.95 Encoder mechanism Roulette Crossover type One point Crossover probability 0.75 Mutation Uniform Mutation probability 0.02.

The training of the CNN was performed in batches of 50 images using stochastic gradient descent with Nesterov momentum for optimization.

By using the momentum-type Particle Swarm Optimization algorithm, it is possible to design the best-found dimensions of the cable bedding layer (width and height).

The momentum-type Particle Swarm Optimization (PSO) solver, with a dynamic penalty function, is used to minimize the cable backfill cross-sectional area while not exceeding the allowable temperature of the cable operation.

The parameters such as apexes of membership functions, learning rates, and momentum coefficients are then adjusted using the optimization algorithm of a GA hybrid scheme.

A novel neural network with parallel perceptrons to reduce the weights along with genetic optimization to find the ideal momentum was proposed.

As an exhaustive screening of the entire parameter space was not intended, we heuristically selected parameter combinations for optimization: learning rate 0.005-0.1, learning momentum 0.01-0.3, and hidden nodes 10-100.

Optimization constraint is maximal of the momentum produced by momentum wheels.

It quickly gained scientific momentum because it tackles key questions in lead optimization.

To improve the performance of this system, a Genetic Algorithm (GA) – as a well-known technique to solve the complex optimization problems – is also employed to optimize the network parameters including learning rate, momentum of the network and the number of MFs for each input.

With the availability of new artificial based optimization algorithm relay coordination research gain a new momentum.