[HTML][HTML] From genotypes to organisms: State-of-the-art and perspectives of a cornerstone in evolutionary dynamics
Understanding how genotypes map onto phenotypes, fitness, and eventually organisms is
arguably the next major missing piece in a fully predictive theory of evolution. We refer to this …
arguably the next major missing piece in a fully predictive theory of evolution. We refer to this …
Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories
Bloat is an excess of code growth without a corresponding improvement in fitness. This is a
serious problem in Genetic Programming, often leading to the stagnation of the evolutionary …
serious problem in Genetic Programming, often leading to the stagnation of the evolutionary …
Riccardo Poli, William B. Langdon, Nicholas F. McPhee: A Field Guide to Genetic Programming: Lulu. com, 2008, 250 pp, ISBN 978-1-4092-0073-4
M O'Neill - 2009 - Springer
The latest book on Genetic Programming, Poli, Langdon and McPhee's (with contributions
from John R. Koza) A Field Guide to Genetic Programming represents an exciting landmark …
from John R. Koza) A Field Guide to Genetic Programming represents an exciting landmark …
[图书][B] Evolutionary computation 1: Basic algorithms and operators
T Bäck - 2018 - books.google.com
The field of evolutionary computation is expanding dramatically, fueled by the vast
investment that reflects the value of applying its techniques. Culling material from the …
investment that reflects the value of applying its techniques. Culling material from the …
[图书][B] Genetic algorithms and genetic programming: modern concepts and practical applications
Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications
discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic …
discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic …
[图书][B] Foundations of genetic programming
WB Langdon, R Poli - 2013 - books.google.com
Genetic programming (GP), one of the most advanced forms of evolutionary computation,
has been highly successful as a technique for getting computers to automatically solve …
has been highly successful as a technique for getting computers to automatically solve …
Redundancy and computational efficiency in cartesian genetic programming
JF Miller, SL Smith - IEEE Transactions on evolutionary …, 2006 - ieeexplore.ieee.org
The graph-based Cartesian genetic programming system has an unusual genotype
representation with a number of advantageous properties. It has a form of redundancy …
representation with a number of advantageous properties. It has a form of redundancy …
[图书][B] Genetic Programming: First European Workshop, EuroGP'98, Paris, France, April 14-15, 1998, Proceedings
W Banzhaf - 1998 - books.google.com
Evolutionary Computation (EC) holds great promise for computer science today. After an
early start in the 1950s, it was pursued by a handful of scientists until it took off as a rapidly …
early start in the 1950s, it was pursued by a handful of scientists until it took off as a rapidly …
[PDF][PDF] Recombination, selection, and the genetic construction of computer programs
WA Tackett - 1994 - www-dept.cs.ucl.ac.uk
Adaptation is a primary property of living systems which may take place at many levels. In
even the simplest living things, adaptation acts on a small time scale through the reaction of …
even the simplest living things, adaptation acts on a small time scale through the reaction of …
Genetic programming: An introduction and tutorial, with a survey of techniques and applications
The goal of having computers automatically solve problems is central to artificial
intelligence, machine learning, and the broad area encompassed by what Turing called …
intelligence, machine learning, and the broad area encompassed by what Turing called …