Sentence examples for by an evolutionary method from inspiring English sources
Operating the described task, a bi-objective optimization problem was defined and solved by an evolutionary method.
Two neural network (NN) applications in the field of biological engineering are developed, designed and parameterized by an evolutionary method based on the evolutionary process of genetic algorithms.
Moreover, the parameters are estimated by an evolutionary optimization method, and thus more accurate scores can be estimated as more experimentally validated data are added.
The present study aims to present an improved approach for establishing a quantitative relationship between conventional well log data and sonic wave velocities (Vp, Vs and Vst as DSI log parameters) by coupling an evolutionary computational method based on a neuro-fuzzy inference system.
A detailed explanation of the hybrid implementation ACOmi, incorporating the extended ACO framework and a robust oracle penalty method, is given by [ 30]. fSSm is a new evolutionary method for complex-process optimization.
A whole research branch in truss optimization is also dedicated to the use of metaheuristic methods, with for example the use of genetic algorithms by Rajan [8] and Deb and Gulati [9], a multi-population evolutionary method by Wu and Tseng [10], or an harmony search algorithm by Lee and Geem [11].
For this reason, this paper uses a different evolutionary method, evolution strategies, for the evolution of various (complex) neuronal control architectures for mobile robots inspired by Braitenberg vehicles.
The framework is based on using Data Envelopment Analysis (DEA) for calculating efficiency and one of the well-known Artificial Neural Networks (ANNs), namely Multi-Layer Perceptron (MLP) besides an Adaptive Neuro Fuzzy Inference System (ANFIS) trained by two evolutionary methods; particle swarm optimization (PSO) and genetic algorithm (GA) for evaluating effectiveness of the company's workforce.
We also found that one of the isolated strains showed up-regulation of NTE1, which was not accessible by traditional evolutionary methods.
The results of the proposed approach are compared with those obtained by other evolutionary methods.
