Distributed Optimization - Concepts, ideas and solutions

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG43__%2F13%3A00494633" target="_blank" >RIV/60162694:G43__/13:00494633 - isvavai.cz</a>

Výsledek na webu

<a href="http://vavtest.unob.cz/registr" target="_blank" >http://vavtest.unob.cz/registr</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Distributed Optimization - Concepts, ideas and solutions

Popis výsledku v původním jazyce

The optimization problem is generally defined and often solved in many scientific areas. For the solution mathematical definition is needed. This definition is usually covered by fitness function and space of possible solutions. For the process of optimum finding many determinist methods were defined. But some problems cannot be solved by using those methods. Actual state of computer science or IT availability allows using new methods which were not applicable earlier. Those methods are based on brute force. Multiple agents are exploring state space discovering new improving solutions. Some methods are well known - Particle Swarm Optimization method, Gravity Search Algorithm and many others. The optimization process with using of new multi agent basedmethods offers concurrent optimization. This can be done by many ways; one of them uses the distribution. This paper will discuss some aspecst of distributed optimization. There are shown structures, algorithms, subsystems which are neede

Název v anglickém jazyce

Distributed Optimization - Concepts, ideas and solutions

Popis výsledku anglicky

The optimization problem is generally defined and often solved in many scientific areas. For the solution mathematical definition is needed. This definition is usually covered by fitness function and space of possible solutions. For the process of optimum finding many determinist methods were defined. But some problems cannot be solved by using those methods. Actual state of computer science or IT availability allows using new methods which were not applicable earlier. Those methods are based on brute force. Multiple agents are exploring state space discovering new improving solutions. Some methods are well known - Particle Swarm Optimization method, Gravity Search Algorithm and many others. The optimization process with using of new multi agent basedmethods offers concurrent optimization. This can be done by many ways; one of them uses the distribution. This paper will discuss some aspecst of distributed optimization. There are shown structures, algorithms, subsystems which are neede

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

KA - Vojenství

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2013

Kód důvěrnosti údajů

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

Název periodika

Croatian Journal of Education

ISSN

1848-5189

e-ISSN

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Svazek periodika

14

Číslo periodika v rámci svazku

SPECIAL.ISS

Stát vydavatele periodika

HR - Chorvatská republika

Počet stran výsledku

7

Strana od-do

161-167

Kód UT WoS článku

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EID výsledku v databázi Scopus

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