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Pregled bibliografske jedinice broj: 619201

A modification of the DIRECT method for Lipschitz global optimization for a symmetric function


Grbić, Ratko; Nyarko, Emmanuel Karlo; Scitovski, Rudolf
A modification of the DIRECT method for Lipschitz global optimization for a symmetric function // Journal of global optimization, 57 (2013), 4; 1193-1212 doi:10.1007/s10898-012-0020-3 (međunarodna recenzija, članak, znanstveni)


Naslov
A modification of the DIRECT method for Lipschitz global optimization for a symmetric function

Autori
Grbić, Ratko ; Nyarko, Emmanuel Karlo ; Scitovski, Rudolf

Izvornik
Journal of global optimization (0925-5001) 57 (2013), 4; 1193-1212

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Lipschitz continuous function; global optimization; DIRECT; symmetric function; center-based clustering

Sažetak
In this paper, we consider a global optimization problem for a symmetric Lipschitz continuous function. An efficient modification of the well- known DIRECT (DIviding RECTangles) method called SymDIRECT is proposed for solving this problem. The method is illustrated and tested on several standard test functions. The application of this method to solving complex center-based clustering problems for the data having only one feature is particularly presented.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Računarstvo



POVEZANOST RADA


Projekt / tema
165-0361621-2000 - Distribuirano računalno upravljanje u transportu i industrijskim pogonima (Željko Hocenski, )

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek,
Sveučilište u Osijeku, Odjel za matematiku

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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