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AAAI
2007
15 years 6 months ago
Search Space Reduction and Russian Doll Search
In a constraint optimization problem (COP), many feasible valuations lead to the same objective value. This often means a huge search space and poor performance in the propagation...
Kenil C. K. Cheng, Roland H. C. Yap
ATAL
2008
Springer
15 years 6 months ago
Sigma point policy iteration
In reinforcement learning, least-squares temporal difference methods (e.g., LSTD and LSPI) are effective, data-efficient techniques for policy evaluation and control with linear v...
Michael H. Bowling, Alborz Geramifard, David Winga...
CAISE
2008
Springer
15 years 6 months ago
On the Definition of Service Granularity and Its Architectural Impact
Service granularity generally refers to the size of a service. The fact that services should be large-sized or coarse-grained is often postulated as a fundamental design principle ...
Raf Haesen, Monique Snoeck, Wilfried Lemahieu, Ste...
CDC
2008
IEEE
149views Control Systems» more  CDC 2008»
15 years 6 months ago
Distributed computation under bit constraints
Abstract-- A network of nodes communicate via noisy channels. Each node has some real-valued initial measurement or message. The goal of each of the nodes is to acquire an estimate...
Ola Ayaso, Devavrat Shah, Munther A. Dahleh
CEC
2005
IEEE
15 years 6 months ago
Multi-objective optimisation of the pump scheduling problem using SPEA2
Abstract- Significant operational cost and energy savings can be achieved by optimising the schedules of pumps, which pump water from source reservoirs to storage tanks, in Water ...
Manuel López-Ibáñez, T. Devi ...