1.

Difference between genetic algorithm and differential evolution

Answer»

Both are population BASED not guaranteed, optimization algorithm even for non-differentiable, non-continuous objectives.

Populations are initialized randomly for both the ALGORITHMS between upper and lower bounds of the respective decision space. SIZE of the population should be at LEAST four in the differential evolution and two for GENETIC algorithm. New population will be created in every generation, which will be performed by some evolutionary operations sequentially. Until a termination criterion is met, such generations will be repeated.


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