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Abstract: The Breeder Genetic Algorithm (BGA) was designed according to the theories and methods used in the science of livestock breeding. The prediction of a breeding experiment is based on the response to selection (RS) equation. This equation relates the change in a population 's fitness to the standard deviation of its fitness, as well as to the parameters selection intensity and realized heritability. In this paper the exact RS equation is derived for proportionate selection given an infinite... (Update)
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BibTeX entry: (Update)
Muhlenbein, H. (1997). The equation for response to selection and its use for prediction. Evolutionary Computation, 5 (3), 303--346. http://citeseer.ist.psu.edu/muhlenbein97equation.html More
@article{ muhlenbein97equation,
author = "Heinz Muhlenbein",
title = "The Equation for Response to Selection and Its Use for Prediction",
journal = "Evolutionary Computation",
volume = "5",
number = "3",
pages = "303-346",
year = "1997",
url = "citeseer.ist.psu.edu/muhlenbein97equation.html" }
Citations (may not include all citations):1931 Adaptation in Natural And Artificial Systems (context) - Holland - 1992
275 Uniform crossover in genetic algorithms (context) - Syswerda - 1989
228 Simulated Annealing and Boltzmann Machines (context) - Aarts, Korts - 1989
177 Genetic Algorithms (context) - Miller, Goldberg - 1995
157 An Overview of Evolutionary Algorithms for Parameter Optimiz.. (context) - Th - 1993
114 Predictive Models for the Breeder Genetic Algorithm (context) - Muhlenbein, Schlierkamp-Voosen - 1993
109 An inequality with applications to statistical estimation fo.. (context) - Baum, Eagon - 1967
106 Removing the genetics from the standard genetic algorithm - Baluja, Caruana - 1995
99 The Schema Theorem and Price's Theorem - Altenberg - 1995
77 The science of breeding and its application to the breeder g.. - Muhlenbein, Schlierkamp-Voosen - 1994
73 The Genetical Theory of Natural Selection (context) - Fisher - 1958
60 An Introduction to Population Genetics Theory (context) - Crow, Kimura - 1970
58 Using Optimal Dependency-Trees for Combinatorial Optimizatio.. (context) - Baluja, Davies - 1997
54 Introduction to Quantitative Genetics (context) - Falconer - 1981
48 Crossover's niche (context) - Eshelman, Schaffer - 1993
47 Convergence Models of Genetic Algorithm Selection Schemes (context) - Thierens, Goldberg - 1923
44 MIMIC: Finding Optima by Estimating Probability Densities - De Bonet, Isbell et al. - 1996
42 A First Course in Order Statistics (context) - Arnold, Balakrishan et al. - 1992
41 From Recombination of Genes to the Estimation of Distributio.. - Muhlenbein, Paa - 1996
39 Simulated crossover in genetic algorithms (context) - Syswerda - 1993
37 Gene pool recombination in genetic algorithms - Muhlenbein, Voigt - 1996
35 the probability theory of linkage in Mendelian heredity (context) - Geiringer - 1944
32 Recombination distributions for genetic algorithms (context) - Booker - 1980
27 the Mean Convergence Time of Evolutionary Algorithms without.. - Asoh, Muhlenbein - 1994
25 Simple Genetic Algorithms with Linear Fitness - Vose, Wright - 1994
23 Generalized convergence models for tournament and (context) - Th - 1995
21 Gene Pool Recombination and the Utilization of Covariances f.. - Voigt, Muhlenbein - 1995
21 An Experimental Design Perspective on Genetic Algorithms In .. - Reeves - 1995
20 A Comparison of Selection Schemes Used in Evolutionary Algor.. - Blickle, Thiele - 1997
16 The Dynamics of a Genetic Algorithm under Stabilizing Select.. - Rattray - 1995
14 Estimating the heritability by decomposing the genetic varia.. - Asoh, Muhlenbein - 1994
13 Introduction to Theoretical Population Genetics (context) - Nagylaki - 1992
12 Fuzzy recombination for the continuous breeder genetic algor.. (context) - Voigt, Muhlenbein et al. - 1995
10 A Formal Analysis of the Role of Multi-Point Crossover in Ge.. - De Jong, Spears - 1992
8 The Causes of Evolution (context) - Haldane - 1932
8 Some applications of mathematics to breeding problems III (context) - Robbins - 1918
7 Linear Statisticcal Inference and Its Application (context) - Rao - 1973
6 Hill-climbing with learning: An abstraction of genetic algor.. - Kvasnicka, Pelikan et al. - 1995
6 The correlation between relatives on the supposition of mend.. (context) - Fisher - 1918
6 Selection differentials (context) - Nagaraja - 1982
5 An interpretation and proof of the fundamental theorem of na.. (context) - Ewens - 1989
5 Productive Recombination and Propagating and Preserving Sche.. (context) - Eshelman, Schaffer - 1995
4 Spatial interaction and the statistical analysis of lattice .. (context) - Math, pp et al. - 1974
3 Genetic and Statistical Analyses of Strong Selection on Poly.. (context) - Schicksal, nach et al. - 1994
3 Aspects of optimality behavior in population genetics theory (context) - Ewens - 1995
3 the role of mathematical statistics in population genetics (context) - Ewens - 1992
3 a generalized theory of alternative inheritance with special.. (context) - Pearson - 1904
3 Error bounds for the fundamental and secondary theorems of n.. (context) - Nagylaki - 1991
2 An Analysis of Genetic Algorithms Using Statistical Mechanic.. (context) - Prugel-Bennet, Shapiro - 1994
2 to appear in Foundations of Genetic Algorithms (context) - Kargupta, Goldberg - 1997
Documents on the same site (http://www.ais.fraunhofer.de/~muehlen/pegasus/publications.html): More
The Factorized Distribution Algorithm for Additively.. - Mühlenbein, Mahnig (1999) (Correct)
On the Mean Convergence Time of Evolutionary Algorithms.. - Asoh, Mühlenbein (1994) (Correct)
Evolution in Time and Space - The Parallel Genetic Algorithm - Mühlenbein (1991) (Correct)
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