The Advantages of Landscape Neutrality in Digital Circuit Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7650

@InProceedings{ICES2000,

• author = "Vesselin K. Vassilev and Julian F. Miller",
• title = "The Advantages of Landscape Neutrality in Digital Circuit Evolution",
• booktitle = "Proceedings of the Third International Conference on Evolvable Systems",
• year = "2000",
• ISBN = "3-540-67338-5",
• pages = "252--263",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming, Fitness Landscape, Digital Circuit, Neutral Network, ANN, Evolutionary Design, Neutral Mutation",
• URL = "https://rdcu.be/dgo9d",
• DOI = "doi:10.1007/3-540-46406-9_25",
• size = "12 pages",
• abstract = "The paper studies the role of neutrality in the fitness landscapes associated with the evolutionary design of digital circuits and particularly the three-bit binary multiplier. For the purpose of the study, digital circuits are evolved extrinsically on an array of logic cells. To evolve on an array of cells, a genotype-phenotype mapping has been devised by which neutrality can be embedded in the resulting fitness landscape. It is argued that landscape neutrality is beneficial for digital circuit evolution.",

}

Genetic Programming entries for Vesselin K Vassilev Julian F Miller

Citations