Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10244223" target="_blank" >RIV/61989100:27240/20:10244223 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/20:63525243
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-37838-7_2" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-37838-7_2</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-37838-7_2" target="_blank" >10.1007/978-3-030-37838-7_2</a>
Alternative languages
Result language
angličtina
Original language name
Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge
Original language description
In this article, we describe the design and implementation of a variant version of SOMA named SOMA Pareto to solve ten hard problems of the 100-Digit Challenge. The algorithm consists of the following operations: Organization, Migration, and Update. In which, we focus on improving the Organization operation with the adaptive parameters of PRT and Step. When applying the SOMA Pareto to solve ten hard problems to 10 digits of accuracy, we achieved a competitive result: 85.04 points. (C) Springer Nature Switzerland AG 2020.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
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)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Communications in Computer and Information Science. Volume 1092
ISBN
978-3-030-37837-0
ISSN
1865-0929
e-ISSN
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Number of pages
8
Pages from-to
13-20
Publisher name
Springer
Place of publication
Cham
Event location
Maribor
Event date
Jul 10, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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