Derivative-free DIRECT-type Global Optimization

Applications and Software

AvLinas Stripinis,Remigijus Paulavičius

Häftad, Engelska, 2023

Del i serien SpringerBriefs in Optimization

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Beskrivning

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

Utgivningsdatum:2023-11-28
Mått:155 x 235 x 8 mm
Vikt:213 g
Format:Häftad
Språk:Engelska
Serie:SpringerBriefs in Optimization
Antal sidor:122
Förlag:Springer International Publishing AG
ISBN:9783031465390

Utforska kategorier

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

Mer om författaren

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.

Innehållsförteckning

Preface.- Chapter. 1. The Role of the DIRECT Algorithm in Derivative-Free Global Optimization.- Chapter. 2. Development of DIRECT-Type Algorithms.- Chapter. 3. Applications and Software.