Introducing graphical models to analyze genetic programming dynamics
暂无分享,去创建一个
Kalyan Veeramachaneni | Una-May O'Reilly | Erik Hemberg | Constantin Berzan | Una-May O’Reilly | Constantin Berzan | K. Veeramachaneni | Erik Hemberg
[1] Riccardo Poli,et al. Foundations of Genetic Programming , 1999, Springer Berlin Heidelberg.
[2] Hitoshi Iba,et al. A Bayesian Network Approach to Program Generation , 2008, IEEE Transactions on Evolutionary Computation.
[3] Paulien Hogeweg,et al. Evolutionary Consequences of Coevolving Targets , 1997, Evolutionary Computation.
[4] N. Hopper,et al. Analysis of genetic diversity through population history , 1999 .
[5] An Exploration of Structure Learning in Bayesian Networks , 2012 .
[6] Kalyan Veeramachaneni,et al. An investigation of local patterns for estimation of distribution genetic programming , 2012, GECCO '12.
[7] Gregory F. Cooper,et al. A Bayesian Method for the Induction of Probabilistic Networks from Data , 1992 .
[8] Andrew W. Moore,et al. Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets , 1998, J. Artif. Intell. Res..
[9] Jason M. Daida,et al. Visualizing Tree Structures in Genetic Programming , 2003, GECCO.
[10] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[11] Gregory F. Cooper,et al. A Bayesian method for the induction of probabilistic networks from data , 1992, Machine-mediated learning.
[12] Leonardo Vanneschi,et al. A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming , 2005, Evolutionary Computation.
[13] Riccardo Poli,et al. A Field Guide to Genetic Programming , 2008 .
[14] Leonardo Vanneschi,et al. Open issues in genetic programming , 2010, Genetic Programming and Evolvable Machines.
[15] Moshe Sipper,et al. Have your spaghetti and eat it too: evolutionary algorithmics and post-evolutionary analysis , 2010, Genetic Programming and Evolvable Machines.
[16] Daphne Koller,et al. Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks , 2005, UAI.
[17] Nir Friedman,et al. Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm , 1999, UAI.
[18] Kalyan Veeramachaneni,et al. Graphical models and what they reveal about GP when it solves a symbolic regression problem , 2012, GECCO '12.
[19] Jason M. Daida,et al. Phase Transitions in Genetic Programming Search , 2007 .
[20] Günther R. Raidl,et al. Empirical Analysis of Locality, Heritability and Heuristic Bias in Evolutionary Algorithms: A Case Study for the Multidimensional Knapsack Problem , 2005, Evolutionary Computation.
[21] Rafal Salustowicz,et al. Probabilistic Incremental Program Evolution , 1997, Evolutionary Computation.
[22] Arthur Carvalho,et al. A cooperative coevolutionary genetic algorithm for learning bayesian network structures , 2011, GECCO '11.
[23] C. D. MacLean,et al. Chapter 2 A POPULATION BASED STUDY OF EVOLUTIONARY DYNAMICS IN GENETIC PROGRAMMING , .