Mean-adaptive Real-coding Genetic Algorithm and its Applications to Electromagnetic Optimization (Part One)

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F07%3APU67138" target="_blank" >RIV/00216305:26220/07:PU67138 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Mean-adaptive Real-coding Genetic Algorithm and its Applications to Electromagnetic Optimization (Part One)

Original language description

In the paper, a novel instance of the real-coding steady-state genetic algorithm, called the Mean-adaptive real-coding genetic algorithm, is put forward. In this instance, three novel implementations of evolution operators are incorporated. Those are a recombination and two mutation operators. All of the evolution operators are designed with the aim of possessing a big explorative power. Moreover, one of the mutation operators exhibits self-adaptive behavior and the other exhibits adaptive behavior, thereby allowing the algorithm to self-control its own mutability as the search advances. This algorithm also takes advantage of population-elitist selection, acting as a replacement policy, being adopted from evolution strategies. The purpose of this paper(i.e., the first part) is to provide theoretical foundations of a robust, advanced and widely applicable instance of the real-coding genetic algorithm having a big potential of being successfully applied to electromagnetic optimization.

Czech name

Adaptivní reálně kódovaný genetický algoritmus a jeho využití v optimalizaci EM struktur (část 1)

Czech description

V článku popisujeme nový reálně kódovaný genetický algoritmus. Navrženy jsou tři různé evoluční operátory s cílem zvýšení vyhledávací schopnosti algoritmu. Navržené operátory vykazují adaptivní chování a využívají strategii elit. Cílem článku je vytvořitteoretické základy pro robustní, pokročilou, obecně použitelnou genetickou optimalizaci elektromagnetických struktur.

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JA - Electronics and optoelectronics

OECD FORD branch

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Project

<a href="/en/project/GA102%2F07%2F0688" target="_blank" >GA102/07/0688: Advanced microwave structures on non-conventional substrates</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2007

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Radioengineering

ISSN

1210-2512

e-ISSN

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Volume of the periodical

16

Issue of the periodical within the volume

3

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

10

Pages from-to

9-18

UT code for WoS article

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EID of the result in the Scopus database

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