Test Functions

Test functions are standardized mathematical problems used to evaluate and compare the performance of optimization algorithms. They are designed with known properties and solutions, allowing researchers to assess how effectively an algorithm can find the optimal point. These functions often present different challenges, such as multiple local minima or steep regions, helping to test an algorithm’s robustness and efficiency across diverse scenarios. In essence, they serve as benchmarks, providing a common ground for evaluating and improving optimization techniques.