Principles in the Evolutionary Design of Digital Circuits-Part II

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@Article{miller:2000:peddg2,

• author = "Julian F. Miller and Dominic Job and Vesselin K. Vassilev",
• title = "Principles in the Evolutionary Design of Digital Circuits-Part {II}",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2000",
• volume = "1",
• number = "3",
• pages = "259--288",
• month = jul,
• keywords = "genetic algorithms, genetic programming, Cartesian Genetic Programming, evolvable hardware, evolutionary computing, circuit design, evolutionary algorithms, digital circuits, fitness landscapes, case based reasoning, principle extraction",
• ISSN = "1389-2576",
• URL = "https://rdcu.be/cT3VV",
• DOI = "doi:10.1023/A:1010066330916",
• size = "30 pages",
• abstract = "In a previous work it was argued that by studying evolved designs of gradually increasing scale, one might be able to discern new, efficient, and generalisable principles of design. These ideas are tested in the context of designing digital circuits, particularly arithmetic circuits. This process of discovery is seen as a principle extraction loop in which the evolved data is analysed both phenotypically and genotypically by processes of data mining and landscape analysis. The information extracted is then fed back into the evolutionary algorithm to enhance its search capabilities and hence increase the likelihood of identifying new principles which explain how to build systems which are too large to evolve.",
• notes = "Article ID: 264704",

}

Genetic Programming entries for Julian F Miller Dominic Job Vesselin K Vassilev

Citations