Web Service Composition Using Markov Decision Processes.
Aiqiang GaoDongqing YangShiwei TangMing ZhangPublished in: WAIM (2005)
Keyphrases
- web service composition
- markov decision processes
- service composition
- web services
- petri net
- optimal policy
- finite state
- discrete particle swarm optimization
- transition matrices
- state space
- dynamic programming
- description language
- reinforcement learning
- ai planning
- web service compositions
- automated web service composition
- planning under uncertainty
- infinite horizon
- service selection
- reachability analysis
- model based reinforcement learning
- policy iteration
- finite horizon
- decision theoretic planning
- state and action spaces
- markov decision process
- action space
- machine learning
- average cost
- partially observable
- average reward
- reward function
- service oriented
- quality of service
- simulated annealing
- least squares
- learning algorithm