402 search results - page 24 / 81 » Random Search for Hyper-Parameter Optimization |
76
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WSC
2004
14 years 11 months ago
2004
This paper explores an approach to global, stochastic, simulation optimization which combines stochastic approximation (SA) with simulated annealing (SAN). SA directs a search of ...
IJCAI
2001
14 years 11 months ago
2001
Combinatorial auctions where bidders can bid on bundles of items can lead to more economical allocations, but determining the winners is NP-complete and inapproximable. We present...
128
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CEC
2008
IEEE
15 years 4 months ago
2008
IEEE
— Quasirandom or low discrepancy sequences, such as the Van der Corput, Sobol, Faure, Halton (named after their inventors) etc. are less random than a pseudorandom number sequenc...
GECCO
2010
Springer
15 years 29 days ago
2010
Springer
A significant challenge in genetic programming is premature convergence to local optima, which often prevents evolution from solving problems. This paper introduces to genetic pro...
CDC
2008
IEEE
14 years 11 months ago
2008
IEEE
Abstract-- The dynamics of exploration vs exploitation decisions are explored in the context of robotic search problems. Building on prior work on robotic search together with our ...