Derivative-free DIRECT-type Global Optimization

Applications and Software

Häftad, Engelska, 2023

AvLinas Stripinis,Remigijus Paulavičius,Remigijus Paulavicius,Remigijus Paulavičius,Remigijus Paulavi¿ius

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Lastly, the authors demonstrate the performance of the algorithms for solving a wide range of global optimization problems with various constraints ranging from a few to hundreds of variables.Additionally, well-known practical problems from the literature are used to demonstrate the effectiveness of the developed algorithms.

Produktinformation

Utgivningsdatum2023-11-28
Mått155 x 235 x 8 mm
Vikt213 g
FormatHäftad
SpråkEngelska
SerieSpringerBriefs in Optimization
Antal sidor122
FörlagSpringer International Publishing AG
ISBN9783031465390

Tillhör följande kategorier

Programmeringsböcker inom Data och it
Optimering inom Naturvetenskap och teknik
Affärsapplikationer inom Data och it

Linas Stripinis received a Ph.D. degree in informatics from Vilnius University, Lithuania, in 2021. He is currently a researcher at Vilnius University. His research interests include global optimization, optimization software, parallel computing, and machine learning techniques.Remigijus Paulavičius received a Ph.D. degree in computer science from Vytautas Magnus University, Lithuania, in 2010. He was a Postdoctoral Researcher at Vilnius University, Lithuania, and a Research Associate at Imperial College London, UK. Since 2019, he has been a member of the Young Academy of the Lithuanian Academy of Sciences and a professor of informatics at the Institute of Data Science and Digital Technologies of Vilnius University. His research interests include global optimization, optimization software, parallel and quantum computing, and distributed ledger technologies.