Article

Article title CREATION OF BIONIC SEARCH FOR TASKS ABOUT AN EXTREME WAY ON THE BASIS OF ADAPTATION STRATEGY
Authors A.Yu. Poluyan, I.V. Mareychenko
Section SECTION I. EVOLUTIONARY MODELLING, GENETIC AND BIONIC ALGORITHMS
Month, Year 07, 2013 @en
Index UDC 681.31
DOI
Abstract In article the problem of development of algorithm of bionic search for tasks about an extreme way on the column is considered. Now development of effective methods and algorithms for problems of this type is carried out many years, being on - former an actual problem. Development of bionic algorithms on the basis of evolutionary strategy is perspective, especially at the solution of laborconsuming problems of optimization. It is possible to carry to dvantages: possibility of performance of evolutionary and genetic search, and also that OH consists in parallel generation of sets of quasioptimum alternative decisions with possible "migration" of decisions between these sets. Realization of the general strategy of adaptation of the size of population by use of sequence of a sieve of Eratosfen, allowing to adapt for characteristics of bionic search is offered.

Download PDF

Keywords Extreme way; methods; adaptation; efficiency; bionic search; genetic operator; algorithm.
References 1. Курейчик, В.М. Совместные методы квантового и бионического поиска // Труды конференций IEEE AIS’04, CAD-2004. – М.: Физматлит, 2004. – C. 12-19.
2. Развитие теории эволюционного моделирования на основе генетических методов поисковой адаптации при решении оптимальных задач проектирования, сверхбольших интегральных схем (СБИС): Отчет о НИР / РГАСХМ; рук. Чернышев Ю.О.; исп. Басова А.В., Венцов Н.Н., Полуян А.Ю. – Ростов-на-Дону, 2009. – № ГР 018.00.62.42.02.
3. Чернышев Ю.О. Басова А.В., Полуян А.Ю. Решение задач транспортного типа генетическими алгоритмами: Монография. – Ростов-на-Дону: Изд-во ЮФУ, 2008. – 73 с.
4. Holland John H. Adaptation in natural an artificial systems. The MIT Press edition, Massachusetts, London, England, 1992.
5. Гладков Л.А., Курейчик В.В., Курейчик В.М., Сороколетов П.В. Биоинспированные методы в оптимизации. – М.: Физматлит, 2009. – 384 с.

Comments are closed.