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DEUM: Distribution Estimation Using Markov

DEUM is one of the early EDAs to use Markov Networks as its model of probability distribution. It uses undirected graph to represent variable interaction in the solution, and builds a model of fitness function from it. The model is then fitted to the set of solutions to estimate the Markov network p...

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Bibliographic Details
Main Authors: Siddhartha Shakya, John McCall, Sandy Brownlee, Gilbert Owusu
Format: Default Book chapter
Published: 2012
Subjects:
Online Access:https://hdl.handle.net/2134/8985
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