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IAT
2006
IEEE
14 years 4 months ago
A Q-decomposition LRTDP Approach to Resource Allocation
This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, the merging of tw...
Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak...
IAT
2007
IEEE
14 years 4 months ago
Multi-Period Combinatorial Auction Mechanism for Distributed Resource Allocation and Scheduling
We consider the problem of resource allocation and scheduling where information and decisions are decentralized, and our goal is to propose a market mechanism that allows resource...
Hoong Chuin Lau, Shih-Fen Cheng, Thin Yin Leong, J...
IAT
2003
IEEE
14 years 3 months ago
A Resource Based Framework for Planning and Replanning
We discuss a rigorous unifying framework for both planning and replanning, extending an existing logic-based approach to resource-based planning. The primitive concepts in this Ac...
Roman van der Krogt, Mathijs de Weerdt, Cees Witte...
AAAI
2011
12 years 10 months ago
Linear Dynamic Programs for Resource Management
Sustainable resource management in many domains presents large continuous stochastic optimization problems, which can often be modeled as Markov decision processes (MDPs). To solv...
Marek Petrik, Shlomo Zilberstein
AIPS
2006
13 years 11 months ago
Resource Contention Metrics for Oversubscribed Scheduling Problems
We investigate a task insertion heuristic for oversubscribed scheduling problems, max-availability, that uses a simple estimate of resource contention to assign tasks to intervals...
Laurence A. Kramer, Stephen F. Smith