optimal power flow using genetic algo

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optimal power flow using genetic algo..

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Optimal power flow is a critical problem in power system operation, especially with the increasing complexity of modern power systems. The use of genetic algorithms has been proposed as a potential solution due to their ability to find global optima in complex, non-linear systems. In genetic algorithms, a population of potential solutions is evolved through successive generations, with each individual's fitness evaluated and used to inform the selection of the next generation. The use of this approach in optimal power flow involves representing the power system as a set of equations and constraints, with the goal of minimizing the objective function, typically the cost of generation or the loss of power. Through the use of genetic algorithms, it is possible to find the optimal solution to this problem, taking into account the complexities and variability of modern power systems.