Genetic programming and its applications to the synthesis of digital logic

Created by W.Langdon from gp-bibliography.bib Revision:1.7662

@InProceedings{Dill:1997:PACRIM,

• author = "Karen M. Dill and James H. Herzog and Marek A. Perkowski",
• title = "Genetic programming and its applications to the synthesis of digital logic",
• booktitle = "IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, PACRIM 1997",
• year = "1997",
• volume = "2",
• pages = "823--826",
• address = "Victoria, BC, Canada",
• month = "20-22 " # aug,
• note = "Networking the Pacific Rim, 10 Years PACRIM 1987-1997",
• keywords = "genetic algorithms, genetic programming, EHW, logic circuits, logic CAD, digital logic synthesis, arbitrary logic expressions, logic synthesis, problem applicability, optimization criterion, logic gates, population sizes, complete function coverage, experimental test results, randomly designed functions, input variables, logic equations, function coverage, training set size, small training sets, function recognition",
• ISBN = "0-7803-3905-3",
• DOI = "doi:10.1109/PACRIM.1997.620386",
• size = "4 pages",
• abstract = "Genetic programming is applied to the synthesis of arbitrary logic expressions. As a new method of logic synthesis, this technique is uniquely advantageous in its flexibility for both problem applicability and optimisation criterion. A number of experiments were conducted exploring this method with different types of logic gates and population sizes. While complete function coverage is not guaranteed, the best experimental test results over eight randomly designed functions, of four to seven input variables, have produced logic equations with a 98.4percent function coverage. In addition, the relation between the training set size for the genetic program and function coverage was also empirically explored. These experiments showed that only small training sets were necessary for function recognition.",

}

Genetic Programming entries for Karen M Dill James H Herzog Marek A Perkowski

Citations