Specify TRUE or FALSE for the statement: “A Genetic Algorithm can be relied upon

Question

Specify TRUE or FALSE for the statement:
“A Genetic Algorithm can be relied upon to obtain a globally optimal solution assuming that it is allowed to execute for a very large number of generations.”
Justify your answer with a concise explanation. Here the phrase “globally optimal solution” refers to the evolution of at least one instance of an individual which has the maximal fitness that can possibly exist for the application domain, i.e. in the case of EHW this would be a completely correct logic circuit.

Explanation / Answer

True, Parallel Genetic Algorithm Objective is Global Optimization.genetic algorithm to provide an objective determination of the globally optimal parameters for a given model against an observational data set.

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