Improvement of SOMA Algorithm Using Complex Networks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10237792" target="_blank" >RIV/61989100:27240/17:10237792 - isvavai.cz</a>

Alternative codes found

RIV/61989100:27740/17:10237792

Result on the web

<a href="https://link.springer.com/chapter/10.1007/978-3-662-55663-4_6" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-662-55663-4_6</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-662-55663-4_6" target="_blank" >10.1007/978-3-662-55663-4_6</a>

Result language

angličtina

Original language name

Improvement of SOMA Algorithm Using Complex Networks

Original language description

In this chapter, we focus on improvement of SOMA algorithm based on the previous analysis. We show some possibilities how to improve SOMA algorithm according to complex network analysis. At the end of the chapter, we show the best possible option how to improve standard SOMA algorithm together with results of a statistical test. Proposed improvements can be made (in principle) on arbitrary algorithm, SOMA here is used only for demonstrative purposes.

Czech name

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Czech description

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Type

C - Chapter in a specialist book

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/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>

Continuities

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

Publication year

2017

Confidentiality

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

Book/collection name

Evolutionary Algorithms, Swarm Dynamics and Complex Networks

ISBN

978-3-662-55661-0

Number of pages of the result

13

Pages from-to

131-143

Number of pages of the book

312

Publisher name

Springer-Verlag Berlin Heidelberg

Place of publication

Berlin

UT code for WoS chapter

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