Which AI System mimics the evolutionary process to generate increasingly…

Correct answer: Genetic algorithm

Why this is correct:

• Genetic algorithms are inspired by biological evolution and repeatedly generate new populations of candidate solutions.

• They use selection based on a fitness function, crossover (recombination) to mix solution traits, and mutation to introduce variation.

• Over successive generations these operators tend to produce increasingly better solutions to the problem.

Why the other choices are incorrect:

• Self organizing neural network: An unsupervised clustering/topology-preserving method, not an evolutionary search process.

• Back propagation neural network: A supervised weight-update method using gradient-based optimization, not selection/crossover/mutation.

• Forward propagation neural network: Refers to computing outputs through a feedforward network; it is an operational step, not an evolutionary algorithm.