Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches

The purpose of this study to minimize the overall duration of aircraft design project in Indonesia. This study proposes a combination method of Design Structure Matrix (DSM) and Genetic Algorithm (GA) for scheduling aircraft design project activities. DSM is used to identify the information flow bet...

Full description

Bibliographic Details
Main Authors: Amalia Ariani, Dachyar M., Farizal
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201824803011
id doaj-88ed0f25dfcc4a2197901fee1c9f041f
record_format Article
spelling doaj-88ed0f25dfcc4a2197901fee1c9f041f2021-03-02T11:05:35ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-012480301110.1051/matecconf/201824803011matecconf_estic2018_03011Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm ApproachesAmalia ArianiDachyar M.FarizalThe purpose of this study to minimize the overall duration of aircraft design project in Indonesia. This study proposes a combination method of Design Structure Matrix (DSM) and Genetic Algorithm (GA) for scheduling aircraft design project activities. DSM is used to identify the information flow between project activities. GA use reworks data, which was the result output of DSM, and activity duration to optimize the task sequence by considering the human resource constraints. A comparative analysis was conducted between the schedule based on DSM and GA and schedule based on Critical Path Method. Combination of DSM and GA obtained 63 days shorter project durations compared to CPM. This research is convenient for design projects scheduling with limited resources that can be obtained by using alternative methods other than traditional methods.https://doi.org/10.1051/matecconf/201824803011
collection DOAJ
language English
format Article
sources DOAJ
author Amalia Ariani
Dachyar M.
Farizal
spellingShingle Amalia Ariani
Dachyar M.
Farizal
Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
MATEC Web of Conferences
author_facet Amalia Ariani
Dachyar M.
Farizal
author_sort Amalia Ariani
title Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
title_short Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
title_full Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
title_fullStr Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
title_full_unstemmed Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches
title_sort scheduling of aircraft design project: a comparison of critical path method, design structure matrix and genetic algorithm approaches
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2018-01-01
description The purpose of this study to minimize the overall duration of aircraft design project in Indonesia. This study proposes a combination method of Design Structure Matrix (DSM) and Genetic Algorithm (GA) for scheduling aircraft design project activities. DSM is used to identify the information flow between project activities. GA use reworks data, which was the result output of DSM, and activity duration to optimize the task sequence by considering the human resource constraints. A comparative analysis was conducted between the schedule based on DSM and GA and schedule based on Critical Path Method. Combination of DSM and GA obtained 63 days shorter project durations compared to CPM. This research is convenient for design projects scheduling with limited resources that can be obtained by using alternative methods other than traditional methods.
url https://doi.org/10.1051/matecconf/201824803011
work_keys_str_mv AT amaliaariani schedulingofaircraftdesignprojectacomparisonofcriticalpathmethoddesignstructurematrixandgeneticalgorithmapproaches
AT dachyarm schedulingofaircraftdesignprojectacomparisonofcriticalpathmethoddesignstructurematrixandgeneticalgorithmapproaches
AT farizal schedulingofaircraftdesignprojectacomparisonofcriticalpathmethoddesignstructurematrixandgeneticalgorithmapproaches
_version_ 1724235458217508864