Title :
The importance of search space dimensionality in a computational model of embryogeny
Author :
Bowers, Chris P.
Author_Institution :
Sch. of Comput. Sci., Univ. of Birmingham, Birmingham
Abstract :
This paper investigates the role of genotypic search space dimensionality on the behaviour and characteristics of a computational model of embryogeny. By varying genome length, it is shown that genotype dimensionality can have an impact on the performance of an evolutionary process and the origins of this are discussed. Observed characteristics of robustness, scalability and modularity are shown to be retained.
Keywords :
biology computing; evolutionary computation; genomics; embryogeny; evolutionary process; genome length; genotypic search space dimensionality; Bioinformatics; Biology computing; Computational modeling; Computer networks; Embryo; Genetics; Genomics; Proteins; Robustness; Scalability;
Conference_Titel :
Evolutionary Computation, 2009. CEC '09. IEEE Congress on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-2958-5
Electronic_ISBN :
978-1-4244-2959-2
DOI :
10.1109/CEC.2009.4983350
