Benchmark function

A Benchmark function is a standard test used to evaluate the performance of optimization algorithms, which are methods that find the best solution to a problem. Think of it as a challenging puzzle designed so that researchers can compare how quickly and accurately different algorithms can find the optimal answer. By testing algorithms on these known functions, scientists can assess which methods work better for complex problems, helping improve technology in areas like machine learning, engineering, and artificial intelligence.