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» Solving Demodulation as an Optimization Problem
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109
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GECCO
2004
Springer
152views Optimization» more  GECCO 2004»
15 years 6 months ago
A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing
Abstract. This paper is concerned with a dynamic vehicle routing problem. The problem is dynamic in the sense that the time it will take to traverse each edge is uncertain. The pro...
Darren M. Chitty, Marcel L. Hernandez
104
Voted
ATAL
2006
Springer
15 years 4 months ago
Resource allocation among agents with preferences induced by factored MDPs
Distributing scarce resources among agents in a way that maximizes the social welfare of the group is a computationally hard problem when the value of a resource bundle is not lin...
Dmitri A. Dolgov, Edmund H. Durfee
144
Voted
KDD
2012
ACM
207views Data Mining» more  KDD 2012»
13 years 3 months ago
Robust multi-task feature learning
Multi-task learning (MTL) aims to improve the performance of multiple related tasks by exploiting the intrinsic relationships among them. Recently, multi-task feature learning alg...
Pinghua Gong, Jieping Ye, Changshui Zhang
122
Voted
FOCS
2007
IEEE
15 years 7 months ago
Approximation Algorithms for Partial-Information Based Stochastic Control with Markovian Rewards
We consider a variant of the classic multi-armed bandit problem (MAB), which we call FEEDBACK MAB, where the reward obtained by playing each of n independent arms varies according...
Sudipto Guha, Kamesh Munagala
GECCO
2007
Springer
181views Optimization» more  GECCO 2007»
15 years 6 months ago
ACOhg: dealing with huge graphs
Ant Colony Optimization (ACO) has been successfully applied to those combinatorial optimization problems which can be translated into a graph exploration. Artificial ants build s...
Enrique Alba, J. Francisco Chicano