Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Год издания: 2020

Идентификатор DOI: 10.1088/1757-899X/734/1/012108

Аннотация: We describe in this paper an extension of standard Genetic Programming where the terminal set of the algorithm is expanded with a set of basic models generated offline using a deterministic approach. The new algorithm called EMM-GP (Genetic Programming based Evolvement of Models of Models) uses a specialized mutation operator to saПоказать полностьюmple this set during the recombination phase in order to create models that reuse valuable building blocks. In this work, a preprocessing of model set by means of clustering is considered.

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 734

Номера страниц: 12108

Издатель: Institute of Physics and IOP Publishing Limited

• Semenkina Mariia (Johannes Kepler University)
• Burlacu Bogdan (Johannes Kepler University)
• Affenzeller Michael (Johannes Kepler University)
• Pitzer Erik (University of Applied Sciences Upper Austria)
• Krasnoyarsk Science and Technology City Hall of the Russian Union of Scientific and Engineering Associations

• Ядро РИНЦ (eLIBRARY.RU)