Novel approach to utilization of differential evolution for camera placement problem

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F15%3A63524588" target="_blank" >RIV/70883521:28140/15:63524588 - isvavai.cz</a>

Result on the web

<a href="https://publikace.k.utb.cz/bitstream/handle/10563/1005264/Fulltext_1005264.pdf?sequence=1&isAllowed=n" target="_blank" >https://publikace.k.utb.cz/bitstream/handle/10563/1005264/Fulltext_1005264.pdf?sequence=1&isAllowed=n</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Novel approach to utilization of differential evolution for camera placement problem

Original language description

The camera placement within the observed area is one of the most relevant problems within the new Video Surveillance System design. Some potential to automate the camera placement within the particular area is in utilization of various optimization methods. Nonetheless, the problem of camera placement is too complex for standard analytic solution methods. Differential Evolution has recently proven to be an efficient method for optimizing real-valued multi-modal objective functions. It represents a modern heuristic approach for minimizing nonlinear and non-differentiable continuous space functions. The example of application of this method is utilized within this research paper and some interesting results were achieved.

Czech name

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Czech description

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Type

J_SC - Article in a specialist periodical, which is included in the SCOPUS database

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LO1303" target="_blank" >LO1303: Promoting sustainability and development of the Centre for Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2015

Confidentiality

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

Name of the periodical

International Journal of Mathematics and Computers in Simulations

ISSN

1998-0159

e-ISSN

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Volume of the periodical

9

Issue of the periodical within the volume

1

Country of publishing house

GB - UNITED KINGDOM

Number of pages

5

Pages from-to

136-140

UT code for WoS article

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EID of the result in the Scopus database

2-s2.0-84937577156