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Previous Year Question (PYQs)

Which AI System mimics the evolutionary process to generate increasingly better solutions to a problem?

I. Self organizing neural network.
II. Back propagation neural network.
III. Genetic algorithm.
IV. Forward propagation neural network.

Choose the correct answer from the options given below:





Solution

A Genetic Algorithm is based on the idea of natural selection and evolution.

It improves solutions using operations like:

Selection
Crossover
Mutation

So, the AI system that mimics the evolutionary process is:

III. Genetic algorithm


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