How Much Do Swarm Intelligence and Evolutionary Algorithms Improve Over a Classical Heuristic From 1960?
Adam P. PiotrowskiJaroslaw J. NapiorkowskiAgnieszka E. PiotrowskaPublished in: IEEE Access (2023)
Keyphrases
- swarm intelligence
- evolutionary algorithm
- evolutionary computation
- ant colony optimization
- particle swarm optimization
- simulated annealing
- bio inspired
- multi objective
- nature inspired
- particle swarm
- optimization problems
- ant colonies
- differential evolution
- multiobjective optimization
- social behavior
- hyper heuristics
- collective intelligence
- particle swarm optimization pso
- social insects
- fitness function
- evolutionary computing
- collective behavior
- metaheuristic
- computational intelligence
- theoretical and empirical study
- multi objective optimization
- dynamic programming
- optimal solution
- ant colony optimization algorithm
- genetic algorithm
- artificial life
- mutation operator
- genetic programming
- data mining
- combinatorial optimization
- mobile robot
- reinforcement learning