What is the history of particle swarm optimization?
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What is the history of particle swarm optimization?
Particle Swarm Optimization (PSO) was developed in 1995 by James Kennedy and Russell Eberhart. It was inspired by social behavior patterns of birds and fish.
How did they come up with the idea?
The idea came from observing how individuals in a group communicate and collaborate to find food, leading to the concept of particles moving through a solution space.
What are some key developments in PSO since its inception?
Since its inception, PSO has evolved with various modifications, including adaptive PSO and multi-objective PSO, enhancing its applicability in complex optimization problems.
Can you give examples of where PSO is used today?
PSO is widely used in fields like engineering, economics, and artificial intelligence for tasks such as neural network training, feature selection, and resource allocation.
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