The Gaussian Polytree EDA with Copula Functions and Mutations

DOI10.1007/978-3-642-32726-1_3zbMath1251.68218OpenAlexW163691170MaRDI QIDQ4649203

Ignacio Segovia-Domínguez, Arturo Hernández Aguirre, Enrique Villa-Diharce

Publication date: 20 November 2012

Published in: EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-32726-1_3

Mathematics Subject Classification ID

Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Cites Work

• Towards a new evolutionary computation. Advances on estimation of distribution algorithms.
• An introduction to copulas.
• Modelling of extreme wave heights and periods through copulas
• A formal approach to using data distributions for building causal polytree structures
• Copula Modeling: An Introduction for Practitioners
• Modeling and Reasoning with Bayesian Networks
• Approximating discrete probability distributions with dependence trees
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