A rugged fitness landscape is a metaphorical representation of an optimization problem characterized by a complex, multi-peaked surface where each peak represents a local optimum. Navigating such landscapes is challenging due to the presence of numerous local optima, making it difficult to find the global optimum without sophisticated search strategies.