ELI5: Explain Like I'm 5

Metaheuristic

Okay kiddo, let me explain what a metaheuristic is. So imagine you have a big problem to solve, like finding the best way to get from your house to the park.

Normally, you would try different routes and see which one takes you there the fastest. This is called a heuristic, which means finding solutions based on your past experience or rules of thumb.

But sometimes, your problem is so complicated that you can't just rely on your own experience or rules of thumb. That's where metaheuristics come in!

Metaheuristics are like superhero helpers who come to assist you in finding the best solution. These helpers use very clever algorithms and strategies to explore all the possible solutions until they find the best one.

For example, let's say you have to find the best way to get to the park, but there are too many routes to try on your own. A metaheuristic algorithm will divide the problem into smaller pieces and try different combinations until it finds the best way.

These superhero helpers are very smart, but they're not perfect. Sometimes they may not find the absolute best solution, but they'll still give you a good one.

So, metaheuristics are like super-smart assistants that help you find the best solution for a big problem when your own experience and rules of thumb aren't enough. They may not give you the perfect solution, but they'll get you pretty close!