Genetic Algorithm-Based Artificial Neural Network for Voltage Stability Assessment
Genetic algorithm operations.
|(A) Generate randomly an initial population of individuals.|
|(B) Carry out the following substeps iteratively for each generation until a termination condition is fulfilled.|
|(i) Evaluate fitness of each individual to check its ability to solve the specific problem and save the best individual of all preceding population.|
|(ii) Select pair of individuals to be parents for reproduction on the basis of their fitness.|
|(iii) Generate offsprings from parents by implementing genetic search operators such as cross-over/mutation. Add them to the population.|