Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU98167" target="_blank" >RIV/00216305:26230/12:PU98167 - 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
Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence
Original language description
In the research work titled Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence, the cooperative Particle Swarm Optimization algorithms with recpect to a maturity model derived from the Maturity Model of Command and Control operational space and the model of Collaborating Software have been analyzed. Cooperative swarming strategies directly derived from the original version of the algorithm published in 1995 have been studied. It has been concluded that the particleswarm is not mature enough because of the lack of system's awarenes, and that a solution would be some adaptation of particle's behavioural rules so that the particle could use coefficients for updating its velocity whose value would be provided from inside the swarm system, without external control. The true intention of the research is to contribute to a deeper understanding, from which the swarm derives its intelligent behaviour.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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