Research Article
Genetic Algorithm-Based Artificial Neural Network for Voltage Stability Assessment
Table 1
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. | |
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