Random Search

Random Search is a method used to find the best solution among many possibilities by trying different options randomly. Instead of systematically testing every possibility, it randomly selects a subset of options and evaluates their performance. This approach can be faster and more efficient when the search space is large or complex, as it avoids exhaustive exploration. While it doesn’t guarantee finding the absolute best solution, Random Search often finds good enough solutions more quickly, making it useful for optimizing complex problems where exploring every option isn’t practical.