I have a course named "Evolutionary Algorithm". But, our teacher is always mentioning the word "Optimization" in his lectures.

I am confused. Is he actually teaching Optimization? If yes, why is the name of the course not "Optimization"?

What is the difference between the study of Evolutionary algorithm and Optimization?

  • 1
    $\begingroup$ Just because a word is mentioned frequently in a lecture doesn't mean the lecture is (only) about that word. $\endgroup$ – Tom van der Zanden Sep 24 '18 at 10:10

Indeed, in evolutionary algorithms, you are optimizing an objective function. Hence, evolutionary algorithms are algorithms for optimization. Hence, they are the specific case of optimization methods. However, there are a vast variety of optimization methods that are not an evolutionary algorithm (such as simplex methods in OR, Lagrange methods and so on). See more about the evolutionary algorithms here:

In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation1, a generic population-based metaheuristic optimization algorithm.

| cite | improve this answer | |

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy