A fitness function is a particular type of objective function used to evaluate how close a given solution is to the optimum solution of a problem in optimization and search algorithms, especially in genetic algorithms. It assigns a fitness score to each solution, guiding the algorithm in selecting and evolving solutions towards optimality over successive generations.