A mobile application-based decision support system for routing and decision making problems
Industry 4.0 applications and related topics open up new opportunities in problem solving for states, companies, production systems and individuals. These developments make data gathering and processing easier. Moreover, mobile devices offer more sophisticated approaches since they can gather data a...
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| Format: | Article |
| Language: | English |
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Çanakkale Onsekiz Mart University
2023-09-01
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| Series: | Journal of Advanced Research in Natural and Applied Sciences |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/2770290 |
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| _version_ | 1832095445467267072 |
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| author | Oğuz Bedel Fehmi Özsoydan Kutay Çetinkurt Metehan Bolat |
| author_facet | Oğuz Bedel Fehmi Özsoydan Kutay Çetinkurt Metehan Bolat |
| author_sort | Oğuz Bedel |
| collection | DOAJ |
| description | Industry 4.0 applications and related topics open up new opportunities in problem solving for states, companies, production systems and individuals. These developments make data gathering and processing easier. Moreover, mobile devices offer more sophisticated approaches since they can gather data and process the collected data by various algorithms, which are embedded to devices via applications. Appro-priate problem related algorithms can be coded and they can be deployed to mobile devices to increase mobility and ease of use for end users. In the present paper, a prototype of mobile application-based decision support system is developed for industrial systems including routing and multi-criteria decision making problems. The developed application is comprised of several modules including registry and signup modules as well as problem solving modules. Problem solving modules can gather data from both user and outer sources such as GPS in order to solve both routing problems and multi-criteria decision-making problems. The mentioned application adopts a Simulated Annealing Algorithm to find promising routes for the users, while multi-criteria decision-making module uses both Analytical Hierarchy Process (AHP) and the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) based on the choice of the users. The proposed application is coded on Java and Python due to their strong integration capabilities with Android. According the results of the developed prototype, the proposed application offer promising results and ease of use. |
| format | Article |
| id | doaj-art-0db6b92dea1047dea9e6be4b273a0a10 |
| institution | Kabale University |
| issn | 2757-5195 |
| language | English |
| publishDate | 2023-09-01 |
| publisher | Çanakkale Onsekiz Mart University |
| record_format | Article |
| series | Journal of Advanced Research in Natural and Applied Sciences |
| spelling | doaj-art-0db6b92dea1047dea9e6be4b273a0a102025-02-05T17:57:34ZengÇanakkale Onsekiz Mart UniversityJournal of Advanced Research in Natural and Applied Sciences2757-51952023-09-019363764710.28979/jarnas.1204046453A mobile application-based decision support system for routing and decision making problemsOğuz Bedel0https://orcid.org/0000-0002-2493-9034Fehmi Özsoydan1https://orcid.org/0000-0002-6368-4425Kutay Çetinkurt2https://orcid.org/0000-0001-7694-2545Metehan Bolat3https://orcid.org/0000-0002-4547-5777DOKUZ EYLUL UNIVERSITYDOKUZ EYLUL UNIVERSITYDOKUZ EYLUL UNIVERSITYDOKUZ EYLUL UNIVERSITYIndustry 4.0 applications and related topics open up new opportunities in problem solving for states, companies, production systems and individuals. These developments make data gathering and processing easier. Moreover, mobile devices offer more sophisticated approaches since they can gather data and process the collected data by various algorithms, which are embedded to devices via applications. Appro-priate problem related algorithms can be coded and they can be deployed to mobile devices to increase mobility and ease of use for end users. In the present paper, a prototype of mobile application-based decision support system is developed for industrial systems including routing and multi-criteria decision making problems. The developed application is comprised of several modules including registry and signup modules as well as problem solving modules. Problem solving modules can gather data from both user and outer sources such as GPS in order to solve both routing problems and multi-criteria decision-making problems. The mentioned application adopts a Simulated Annealing Algorithm to find promising routes for the users, while multi-criteria decision-making module uses both Analytical Hierarchy Process (AHP) and the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) based on the choice of the users. The proposed application is coded on Java and Python due to their strong integration capabilities with Android. According the results of the developed prototype, the proposed application offer promising results and ease of use.https://dergipark.org.tr/en/download/article-file/2770290mobile applicationsdecision support systemsrouting problemssimulated annealing algorithmmulti-criteria decision makingmobile applicationsdecision support systemsrouting problemssimulated annealing algorithmmulti-criteria decision making |
| spellingShingle | Oğuz Bedel Fehmi Özsoydan Kutay Çetinkurt Metehan Bolat A mobile application-based decision support system for routing and decision making problems Journal of Advanced Research in Natural and Applied Sciences mobile applications decision support systems routing problems simulated annealing algorithm multi-criteria decision making mobile applications decision support systems routing problems simulated annealing algorithm multi-criteria decision making |
| title | A mobile application-based decision support system for routing and decision making problems |
| title_full | A mobile application-based decision support system for routing and decision making problems |
| title_fullStr | A mobile application-based decision support system for routing and decision making problems |
| title_full_unstemmed | A mobile application-based decision support system for routing and decision making problems |
| title_short | A mobile application-based decision support system for routing and decision making problems |
| title_sort | mobile application based decision support system for routing and decision making problems |
| topic | mobile applications decision support systems routing problems simulated annealing algorithm multi-criteria decision making mobile applications decision support systems routing problems simulated annealing algorithm multi-criteria decision making |
| url | https://dergipark.org.tr/en/download/article-file/2770290 |
| work_keys_str_mv | AT oguzbedel amobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT fehmiozsoydan amobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT kutaycetinkurt amobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT metehanbolat amobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT oguzbedel mobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT fehmiozsoydan mobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT kutaycetinkurt mobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems AT metehanbolat mobileapplicationbaseddecisionsupportsystemforroutinganddecisionmakingproblems |