135 search results - page 6 / 27 » Dynamic Workflow Composition using Markov Decision Processes |
FMCO
2009
Springer
13 years 6 months ago
2009
Springer
This paper reviews the model of interactive Markov chains (IMCs, for short), an extension of labelled transition systems with exponentially delayed transitions. We show that IMCs a...
NIPS
2000
13 years 10 months ago
2000
We propose a method of approximate dynamic programming for Markov decision processes (MDPs) using algebraic decision diagrams (ADDs). We produce near-optimal value functions and p...
ESWS
2004
Springer
14 years 20 days ago
2004
Springer
Abstract. Automated service composition refers to automating the entire process of composing a workflow. This involves automating the discovery and selection of the service, ensuri...
AIPS
2006
13 years 10 months ago
2006
This paper presents an adaptation of the standard quantum search technique to enable application within Dynamic Programming, in order to optimise a Markov Decision Process. This i...
PERCOM
2006
ACM
14 years 8 months ago
2006
ACM
Dynamically creating new, composite services "on the fly" using existing ones in a local interaction environment (e.g. a home, meeting room, airport lounge, etc.) presen...