Template realization of generalized branch and bound algorithm

In this work we consider a template for implementation of parallel branch and bound algorithms. The main aim of this package to ease implementation of covering and combinatorial optimization methods for global optimization. Standard parts of global optimization algorithms are implemented in the pack...

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Main Authors: M. Baravykaite, R. Čiegis, J. Žilinskas
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2005-09-01
Series:Mathematical Modelling and Analysis
Subjects:
Online Access:https://journals.vgtu.lt/index.php/MMA/article/view/9675
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author M. Baravykaite
R. Čiegis
J. Žilinskas
author_facet M. Baravykaite
R. Čiegis
J. Žilinskas
author_sort M. Baravykaite
collection DOAJ
description In this work we consider a template for implementation of parallel branch and bound algorithms. The main aim of this package to ease implementation of covering and combinatorial optimization methods for global optimization. Standard parts of global optimization algorithms are implemented in the package and only method specific rules should be implemented by the user. The parallelization part of the tool is described in details. Results of computational experiments are presented and discussed. Straipsnyje pristatyta apibendrinto šaku ir režiu algoritmo šablono realizacija. Irankis skirtas palengvinti nuosekliuju ir lygiagrečiuju optimizacijos uždaviniu programu kūrima. Nuo uždavinio nepriklausančios algoritmo dalys yra idiegtos šablone ir vartotojui reikia sukurti tik nuo uždavinio priklausančiu daliu realizacija. Šablone idiegti keli lygiagretieji algoritmai, paremti tyrimo srities padalinimu tarp procesoriu. Pateikiami skaičiavimo eksperimentu rezultatai. First Published Online: 14 Oct 2010
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spelling doaj.art-64040352c93e459ba83b3c4c2d1e51572022-12-21T20:21:02ZengVilnius Gediminas Technical UniversityMathematical Modelling and Analysis1392-62921648-35102005-09-0110310.3846/13926292.2005.9637283Template realization of generalized branch and bound algorithmM. Baravykaite0R. Čiegis1J. Žilinskas2Vilnius Gediminas Technical University , Sauletekio al. 11, Vilnius, LT‐10223, LithuaniaVilnius Gediminas Technical University , Sauletekio al. 11, Vilnius, LT‐10223, LithuaniaInstitute of Mathematics and Informatics , Akademijos 4, Vilnius, LT‐08663, LithuaniaIn this work we consider a template for implementation of parallel branch and bound algorithms. The main aim of this package to ease implementation of covering and combinatorial optimization methods for global optimization. Standard parts of global optimization algorithms are implemented in the package and only method specific rules should be implemented by the user. The parallelization part of the tool is described in details. Results of computational experiments are presented and discussed. Straipsnyje pristatyta apibendrinto šaku ir režiu algoritmo šablono realizacija. Irankis skirtas palengvinti nuosekliuju ir lygiagrečiuju optimizacijos uždaviniu programu kūrima. Nuo uždavinio nepriklausančios algoritmo dalys yra idiegtos šablone ir vartotojui reikia sukurti tik nuo uždavinio priklausančiu daliu realizacija. Šablone idiegti keli lygiagretieji algoritmai, paremti tyrimo srities padalinimu tarp procesoriu. Pateikiami skaičiavimo eksperimentu rezultatai. First Published Online: 14 Oct 2010https://journals.vgtu.lt/index.php/MMA/article/view/9675Templatesparallel algorithmsbranch and bound algorithmscombinatorial optimizationglobal optimization
spellingShingle M. Baravykaite
R. Čiegis
J. Žilinskas
Template realization of generalized branch and bound algorithm
Mathematical Modelling and Analysis
Templates
parallel algorithms
branch and bound algorithms
combinatorial optimization
global optimization
title Template realization of generalized branch and bound algorithm
title_full Template realization of generalized branch and bound algorithm
title_fullStr Template realization of generalized branch and bound algorithm
title_full_unstemmed Template realization of generalized branch and bound algorithm
title_short Template realization of generalized branch and bound algorithm
title_sort template realization of generalized branch and bound algorithm
topic Templates
parallel algorithms
branch and bound algorithms
combinatorial optimization
global optimization
url https://journals.vgtu.lt/index.php/MMA/article/view/9675
work_keys_str_mv AT mbaravykaite templaterealizationofgeneralizedbranchandboundalgorithm
AT rciegis templaterealizationofgeneralizedbranchandboundalgorithm
AT jzilinskas templaterealizationofgeneralizedbranchandboundalgorithm