布谷鸟算法、pso算法

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布谷鸟算法、pso算法

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The布谷鸟算法 (Cuckoo Search Algorithm, CS) is a metaheuristic algorithm inspired by the cuckoo bird's brood parasitism behavior in which the cuckoo bird lays its eggs in other birds' nests, forcing them to raise its chicks. Similarly, the CS algorithm imitates this behavior by creating new solutions by combining the best solutions of the previous iterations with a random solution.

On the other hand, the Particle Swarm Optimization (PSO) algorithm is another metaheuristic algorithm that simulates the social behavior of bird flocking. The PSO algorithm is based on a population of particles that move around in a multi-dimensional search space looking for the optimal solution.

Both algorithms have been widely used in optimization problems and have shown promising results. Despite their different approaches, the goal of both algorithms is to efficiently explore the search space and find the optimal solution.