A novel strategy of initializing the population size for ant colony optimization algorithms in TSP.
Fanzhen LiuJiaqi ZhongChen LiuChao GaoXianghua LiPublished in: ICNC-FSKD (2017)
Keyphrases
- population size
- ant colony optimization algorithm
- traveling salesman problem
- ant colony optimization
- genetic algorithm
- parameter settings
- aco algorithm
- markov chain
- mutation rate
- metaheuristic
- combinatorial optimization
- simulated annealing
- initial population
- hybrid algorithm
- global optimization
- swarm intelligence
- search space
- convergence speed
- particle swarm optimization
- ant colony algorithm
- expert systems
- search algorithm
- optimal solution
- objective function