Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System

In this project, various available multi-objective optimization evolutionary algorithms were compared considering their performance and distribution of solutions. The main goal was to select the most suitable algorithms for applications in cancer hadron therapy planning. For our purposes, a complex...

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Autor principal: Tydrichova, Magdalena
Lenguaje:eng
Publicado: 2017
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2276909
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author Tydrichova, Magdalena
author_facet Tydrichova, Magdalena
author_sort Tydrichova, Magdalena
collection CERN
description In this project, various available multi-objective optimization evolutionary algorithms were compared considering their performance and distribution of solutions. The main goal was to select the most suitable algorithms for applications in cancer hadron therapy planning. For our purposes, a complex testing and analysis software was developed. Also, many conclusions and hypothesis have been done for the further research.
id cern-2276909
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
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spelling cern-22769092019-09-30T06:29:59Zhttp://cds.cern.ch/record/2276909engTydrichova, MagdalenaAnalysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning SystemComputing and ComputersIn this project, various available multi-objective optimization evolutionary algorithms were compared considering their performance and distribution of solutions. The main goal was to select the most suitable algorithms for applications in cancer hadron therapy planning. For our purposes, a complex testing and analysis software was developed. Also, many conclusions and hypothesis have been done for the further research. CERN-STUDENTS-Note-2017-005oai:cds.cern.ch:22769092017-08-04
spellingShingle Computing and Computers
Tydrichova, Magdalena
Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title_full Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title_fullStr Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title_full_unstemmed Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title_short Analysis of Various Multi-Objective Optimization Evolutionary Algorithms for Monte Carlo Treatment Planning System
title_sort analysis of various multi-objective optimization evolutionary algorithms for monte carlo treatment planning system
topic Computing and Computers
url http://cds.cern.ch/record/2276909
work_keys_str_mv AT tydrichovamagdalena analysisofvariousmultiobjectiveoptimizationevolutionaryalgorithmsformontecarlotreatmentplanningsystem

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