### Negative log-likelihood and statistical hypothesis testing as the basis of model selection in IDEAs

暂无分享，去创建一个

[1] C. E. SHANNON,et al. A mathematical theory of communication , 1948, MOCO.

[2] William Feller,et al. An Introduction to Probability Theory and Its Applications , 1951 .

[3] Solomon Kullback,et al. Information Theory and Statistics , 1960 .

[4] D. G. Beech,et al. The Advanced Theory of Statistics. Volume 2: Inference and Relationship. , 1962 .

[5] William Feller,et al. An Introduction to Probability Theory and Its Applications , 1967 .

[6] Solomon Kullback,et al. Information Theory and Statistics , 1970, The Mathematical Gazette.

[7] Thomas M. Cover,et al. Elements of Information Theory , 2005 .

[8] Rich Caruana,et al. Removing the Genetics from the Standard Genetic Algorithm , 1995, ICML.

[9] Paul A. Viola,et al. MIMIC: Finding Optima by Estimating Probability Densities , 1996, NIPS.

[10] S. Baluja,et al. Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space , 1997 .

[11] Michèle Sebag,et al. Extending Population-Based Incremental Learning to Continuous Search Spaces , 1998, PPSN.

[12] Heinz Mühlenbein,et al. FDA -A Scalable Evolutionary Algorithm for the Optimization of Additively Decomposed Functions , 1999, Evolutionary Computation.

[13] Dirk Thierens,et al. Linkage Information Processing In Distribution Estimation Algorithms , 1999, GECCO.

[14] D. Goldberg,et al. BOA: the Bayesian optimization algorithm , 1999 .

[15] M. Pelikán,et al. The Bivariate Marginal Distribution Algorithm , 1999 .

[16] P. Bosman,et al. An algorithmic framework for density estimation based evolutionary algorithms , 1999 .

[17] P. Bosman,et al. IDEAs based on the normal kernels probability density function , 2000 .

[18] P. Bosman,et al. Continuous iterated density estimation evolutionary algorithms within the IDEA framework , 2000 .

[19] David E. Goldberg,et al. A Survey of Optimization by Building and Using Probabilistic Models , 2002, Comput. Optim. Appl..