Sequential seeding policy on social influence maximization: a Q-learning-driven discrete differential evolution optimization.
Jianxin TangShihui SongHongyu ZhuQian DuJitao QuPublished in: J. Supercomput. (2024)
Keyphrases
- differential evolution
- optimization algorithm
- direct search
- optimization method
- influence maximization
- social networks
- evolution strategy
- evolutionary algorithm
- parameter optimization
- global optimization problems
- optimal policy
- convergence speed
- real coded
- evolutionary strategy
- particle swarm optimization
- viral marketing
- multi objective
- particle swarm
- differential evolution algorithm
- harmony search
- social interaction
- mutation operator
- action selection
- particle swarm optimization pso
- reinforcement learning
- solving global optimization problems
- greedy algorithm
- optimization problems
- numerical optimization problems
- social media
- global optimization
- genetic algorithm
- crossover operator
- online social networks
- dynamic programming
- state space
- social relationships
- pso algorithm
- social network analysis
- swarm intelligence
- simulated annealing
- upper bound
- social influence
- social networking sites
- artificial neural networks
- objective function
- constrained optimization
- social networking