Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP
Precision Farming (PF) system is an alternative and innovative approach to improve the quality and production of crop yields. However, due to heterogeneity and user demands, PF system complexity has become higher. As such, software complexity has always been an issue in software development, especia...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SCRG Publication
2014
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/54182/1/Mohd.ZulkifliMohd.2014_Multi-Criteriaarchitecturestyle.pdf |
| _version_ | 1796859948244664320 |
|---|---|
| author | Mohd. Zaki, Mohd. Zulkifli Abang Jawawi, Dayang Norhayati M. Hamdan, Norazian Abd. Halim, Shahliza Mamat, Rosbi S. Mahat, Fairuz Omar, Nur Athirah |
| author_facet | Mohd. Zaki, Mohd. Zulkifli Abang Jawawi, Dayang Norhayati M. Hamdan, Norazian Abd. Halim, Shahliza Mamat, Rosbi S. Mahat, Fairuz Omar, Nur Athirah |
| author_sort | Mohd. Zaki, Mohd. Zulkifli |
| collection | ePrints |
| description | Precision Farming (PF) system is an alternative and innovative approach to improve the quality and production of crop yields. However, due to heterogeneity and user demands, PF system complexity has become higher. As such, software complexity has always been an issue in software development, especially for larger systems with innovative functionalities. One solution by which to reduce the problem of software complexity is by incorporating software reuse. Software Product Line (SPL) is a strategic reuse approach, which targets common artefacts for its product line while having a variability management mechanism to cater for variability in individual applications. This research proposes an integrated approach of SPL with architecture style selection and component based design for the precision farming domain. The focus of this paper is to highlight the process of architecture style selection in the proposed approach, which involves a multi-criteria design decision. The selection process uses a fuzzy analytic hierarchy process (fuzzy AHP) in order to select the best architectural style, which can fulfil most of the sought-after criteria for precision farming product line application |
| first_indexed | 2024-03-05T19:34:47Z |
| format | Article |
| id | utm.eprints-54182 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:34:47Z |
| publishDate | 2014 |
| publisher | SCRG Publication |
| record_format | dspace |
| spelling | utm.eprints-541822018-08-03T08:49:42Z http://eprints.utm.my/54182/ Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP Mohd. Zaki, Mohd. Zulkifli Abang Jawawi, Dayang Norhayati M. Hamdan, Norazian Abd. Halim, Shahliza Mamat, Rosbi S. Mahat, Fairuz Omar, Nur Athirah QA75 Electronic computers. Computer science Precision Farming (PF) system is an alternative and innovative approach to improve the quality and production of crop yields. However, due to heterogeneity and user demands, PF system complexity has become higher. As such, software complexity has always been an issue in software development, especially for larger systems with innovative functionalities. One solution by which to reduce the problem of software complexity is by incorporating software reuse. Software Product Line (SPL) is a strategic reuse approach, which targets common artefacts for its product line while having a variability management mechanism to cater for variability in individual applications. This research proposes an integrated approach of SPL with architecture style selection and component based design for the precision farming domain. The focus of this paper is to highlight the process of architecture style selection in the proposed approach, which involves a multi-criteria design decision. The selection process uses a fuzzy analytic hierarchy process (fuzzy AHP) in order to select the best architectural style, which can fulfil most of the sought-after criteria for precision farming product line application SCRG Publication 2014 Article PeerReviewed application/pdf en http://eprints.utm.my/54182/1/Mohd.ZulkifliMohd.2014_Multi-Criteriaarchitecturestyle.pdf Mohd. Zaki, Mohd. Zulkifli and Abang Jawawi, Dayang Norhayati and M. Hamdan, Norazian and Abd. Halim, Shahliza and Mamat, Rosbi and S. Mahat, Fairuz and Omar, Nur Athirah (2014) Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP. International Journal of Advances in Soft Computing and its Applications, 5 (SPECIA). pp. 1-23. ISSN 2074-8523 https://pdfs.semanticscholar.org/44e3/14233c0423be9e887899bfdf3cd7ae332c37.pdf?_ga=2.101600257.146225775.1505260961-160695174.1505260961 |
| spellingShingle | QA75 Electronic computers. Computer science Mohd. Zaki, Mohd. Zulkifli Abang Jawawi, Dayang Norhayati M. Hamdan, Norazian Abd. Halim, Shahliza Mamat, Rosbi S. Mahat, Fairuz Omar, Nur Athirah Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title | Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title_full | Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title_fullStr | Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title_full_unstemmed | Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title_short | Multi-Criteria architecture style selection for precision farming software product lines using fuzzy AHP |
| title_sort | multi criteria architecture style selection for precision farming software product lines using fuzzy ahp |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/54182/1/Mohd.ZulkifliMohd.2014_Multi-Criteriaarchitecturestyle.pdf |
| work_keys_str_mv | AT mohdzakimohdzulkifli multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT abangjawawidayangnorhayati multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT mhamdannorazian multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT abdhalimshahliza multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT mamatrosbi multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT smahatfairuz multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp AT omarnurathirah multicriteriaarchitecturestyleselectionforprecisionfarmingsoftwareproductlinesusingfuzzyahp |