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CORR
2002
Springer
125views Education» more  CORR 2002»
15 years 3 months ago
Greedy Facility Location Algorithms Analyzed using Dual Fitting with Factor-Revealing LP
Inthisarticle,wewillformalizethemethodofdualfittingandtheideaoffactor-revealingLP. This combination is used to design and analyze two greedy algorithms for the metric uncapacitated...
Kamal Jain, Mohammad Mahdian, Evangelos Markakis, ...
134
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TSMC
2008
132views more  TSMC 2008»
15 years 3 months ago
Ensemble Algorithms in Reinforcement Learning
This paper describes several ensemble methods that combine multiple different reinforcement learning (RL) algorithms in a single agent. The aim is to enhance learning speed and fin...
Marco A. Wiering, Hado van Hasselt
140
Voted
SWARM
2010
SPRINGER
219views Optimization» more  SWARM 2010»
15 years 8 months ago
Biogeography Migration Algorithm for Traveling Salesman Problem
Biogeography-based optimization algorithm(BBO) is a new kind of optimization algorithm based on Biogeography. It is designed based on the migration strategy of animals to solve the...
Hongwei Mo, Lifang Xu
GECCO
2010
Springer
249views Optimization» more  GECCO 2010»
15 years 7 months ago
Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed
In this contribution, a hybrid algorithm combining Differential Evolution and IPOP-CMA-ES is presented and benchmarked on the BBOB 2010 noiseless testbed. The hybrid algorithm ha...
Antonio LaTorre, Santiago Muelas, José Mar&...
107
Voted
NIPS
1996
15 years 4 months ago
Second-order Learning Algorithm with Squared Penalty Term
This paper compares three penalty terms with respect to the efficiency of supervised learning, by using first- and second-order learning algorithms. Our experiments showed that fo...
Kazumi Saito, Ryohei Nakano