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» A novel memetic algorithm for constrained optimization
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TWC
2008
120views more  TWC 2008»
13 years 6 months ago
Reliable Multi-hop Routing with Cooperative Transmissions in Energy-Constrained Networks
We present a novel approach in characterizing the optimal reliable multi-hop virtual multiple-input single-output (vMISO) routing in ad hoc networks. Under a high node density regi...
Aylin Aksu, Özgür Erçetin
KDD
2010
ACM
282views Data Mining» more  KDD 2010»
13 years 10 months ago
Optimizing debt collections using constrained reinforcement learning
In this paper, we propose and develop a novel approach to the problem of optimally managing the tax, and more generally debt, collections processes at financial institutions. Our...
Naoki Abe, Prem Melville, Cezar Pendus, Chandan K....
PAMI
2012
11 years 9 months ago
Learning Optimal Embedded Cascades
—The problem of automatic and optimal design of embedded object detector cascades is considered. Two main challenges are identified: optimization of the cascade configuration and...
Mohammad Javad Saberian, Nuno Vasconcelos
CVPR
2003
IEEE
14 years 8 months ago
Optimal Segmentation of Dynamic Scenes from Two Perspective Views
We present a novel algorithm for optimally segmenting dynamic scenes containing multiple rigidly moving objects. We cast the motion segmentation problem as a constrained nonlinear...
René Vidal, Shankar Sastry
ICRA
2008
IEEE
133views Robotics» more  ICRA 2008»
14 years 1 months ago
Deployment algorithms for a power-constrained mobile sensor network
Abstract— This paper presents coverage algorithms for mobile sensor networks in which agents have limited power to move. Rather than making use of a constrained optimization tech...
Andrew Kwok, Sonia Martínez