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» Approximations in Distributed Optimization
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GECCO
2006
Springer
182views Optimization» more  GECCO 2006»
15 years 6 months ago
Distributed genetic algorithm for energy-efficient resource management in sensor networks
In this work we consider energy-efficient resource management in an environment monitoring and hazard detection sensor network. Our goal is to allocate different detection methods...
Qinru Qiu, Qing Wu, Daniel J. Burns, Douglas Holzh...
133
Voted
ICESS
2007
Springer
15 years 8 months ago
Intra Routing Protocol with Hierarchical and Distributed Caching in Nested Mobile Networks
Abstract. We propose a novel route optimization protocol for intraNEMO communication using a hierarchical and distributed caching scheme. The proposed scheme employs the routing ca...
Hyemee Park, Moonseong Kim, Hyunseung Choo
115
Voted
IPSN
2007
Springer
15 years 8 months ago
Approximate isocontours and spatial summaries for sensor networks
We consider the problem of approximating a family of isocontours in a sensor field with a topologically-equivalent family of simple polygons. Our algorithm is simple and distribu...
Sorabh Gandhi, John Hershberger, Subhash Suri
185
Voted
PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
15 years 12 days ago
Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations
Partially observable Markov decision processes (POMDPs) are widely used for planning under uncertainty. In many applications, the huge size of the POMDP state space makes straightf...
Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mik...
119
Voted
BTW
2005
Springer
80views Database» more  BTW 2005»
15 years 8 months ago
Measuring the Quality of Approximated Clusterings
Abstract. Clustering has become an increasingly important task in modern application domains. In many areas, e.g. when clustering complex objects, in distributed clustering, or whe...
Hans-Peter Kriegel, Martin Pfeifle