[PDF][PDF] A survey of genetic programming and its applications
Genetic Programming (GP) is an intelligence technique whereby computer programs are
encoded as a set of genes which are evolved utilizing a Genetic Algorithm (GA). In other …
encoded as a set of genes which are evolved utilizing a Genetic Algorithm (GA). In other …
Cartesian genetic programming
J Miller, A Turner - Proceedings of the Companion Publication of the …, 2015 - dl.acm.org
Cartesian Genetic Programming (CGP) is a well-known form of Genetic Programming
developed by Julian Miller in 1999-2000. In its classic form, it uses a very simple integer …
developed by Julian Miller in 1999-2000. In its classic form, it uses a very simple integer …
[PDF][PDF] Global optimization algorithms-theory and application
T Weise - Self-Published Thomas Weise, 2009 - researchgate.net
This e-book is devoted to global optimization algorithms, which are methods to find optimal
solutions for given problems. It especially focuses on Evolutionary Computation by …
solutions for given problems. It especially focuses on Evolutionary Computation by …
Recent developments in cartesian genetic programming and its variants
Cartesian Genetic Programming (CGP) is a variant of Genetic Programming with several
advantages. During the last one and a half decades, CGP has been further extended to …
advantages. During the last one and a half decades, CGP has been further extended to …
Cartesian genetic programming
JF Miller, SL Harding - Proceedings of the 11th annual conference …, 2009 - dl.acm.org
Cartesian Genetic Programming is a form of genetic programming. It is increasing in
popularity. It was developed by Julian Miller with Peter Thomson in 1997. In its classic form it …
popularity. It was developed by Julian Miller with Peter Thomson in 1997. In its classic form it …
Higher-order functions in aesthetic EC encodings
The use of higher-order functions, as a method of abstraction and re-use in EC encodings,
has been the subject of relatively little research. In this paper we introduce and give …
has been the subject of relatively little research. In this paper we introduce and give …
Automatic code generation on a MOVE processor using cartesian genetic programming
This paper presents for the first time the application of Cartesian Genetic Programming to the
evolution of machine code for a simple implementation of a MOVE processor. The …
evolution of machine code for a simple implementation of a MOVE processor. The …
Solving real-valued optimisation problems using cartesian genetic programming
JA Walker, JF Miller - Proceedings of the 9th annual conference on …, 2007 - dl.acm.org
Classical Evolutionary Programming (CEP) and Fast Evolutionary Programming (FEP) have
been applied to real-valued function optimisation. Both of these techniques directly evolve …
been applied to real-valued function optimisation. Both of these techniques directly evolve …
Gecco 2013 tutorial: Cartesian genetic programming
JF Miller - Proceedings of the 15th annual conference companion …, 2013 - dl.acm.org
Cartesian Genetic Programming (CGP) is an increasingly popular and efficient form of
Genetic Programming. Cartesian Genetic Programming is a highly cited technique that was …
Genetic Programming. Cartesian Genetic Programming is a highly cited technique that was …
Changing the genospace: Solving GA problems with cartesian genetic programming
JA Walker, JF Miller - … 10th European Conference, EuroGP 2007, Valencia …, 2007 - Springer
Abstract Embedded Cartesian Genetic Programming (ECGP) is an extension of Cartesian
Genetic Programming (CGP) capable of acquiring, evolving and re-using partial solutions. In …
Genetic Programming (CGP) capable of acquiring, evolving and re-using partial solutions. In …