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» The Machine Learning and Traveling Repairman Problem
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ALDT
2011
Springer
241views Algorithms» more  ALDT 2011»
12 years 4 months ago
The Machine Learning and Traveling Repairman Problem
Theja Tulabandhula, Cynthia Rudin, Patrick Jaillet
CORR
2011
Springer
167views Education» more  CORR 2011»
12 years 11 months ago
Machine Learning and the Traveling Repairman
Theja Tulabandhula, Cynthia Rudin, Patrick Jaillet
GIS
2009
ACM
13 years 9 months ago
Machine learning approach to report prioritization with an application to travel time dissemination
This paper looks at the problem of data prioritization, commonly found in mobile ad-hoc networks. The proposed general solution uses a machine learning approach in order to learn ...
Piotr Szczurek, Bo Xu, Jie Lin, Ouri Wolfson
ICML
1995
IEEE
14 years 5 months ago
Ant-Q: A Reinforcement Learning Approach to the Traveling Salesman Problem
In this paper we introduce Ant-Q, a family of algorithms which present many similarities with Q-learning (Watkins, 1989), and which we apply to the solution of symmetric and asymm...
Luca Maria Gambardella, Marco Dorigo
CDC
2009
IEEE
137views Control Systems» more  CDC 2009»
13 years 9 months ago
Kernel regression for travel time estimation via convex optimization
—We develop an algorithm aimed at estimating travel time on segments of a road network using a convex optimization framework. Sampled travel time from probe vehicles are assumed ...
Sebastien Blandin, Laurent El Ghaoui, Alexandre M....