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    NIPS
    1998
    85views Information Technology» more  NIPS 1998»
    Global Optimisation of Neural Network Models via Sequential Sampling
    14 years 10 months ago
    Global Optimisation of Neural Network Models via Sequential Sampling
    Download  mi.eng.cam.ac.uk
    We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
    João F. G. de Freitas, Mahesan Niranjan, Ar...
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    ISPAN
    2002
    IEEE
    98views Distributed And Parallel Com...» more  ISPAN 2002»
    A New Parallel Genetic Algorithm
    15 years 2 months ago
    A New Parallel Genetic Algorithm
    Download  users.monash.edu.au
    One problem of propagating the globally fittest individual via neighbourhood evolving in both island model and cellular model of existing parallel genetic algorithms (PGA) is that...
    Ling Tan, David Taniar, Kate A. Smith
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