NDLI: Design Pattern Detection using Genetic Algorithm for Subgraph Isomorphism to Enhance Software Reusability

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Design Pattern Detection using Genetic Algorithm for Subgraph Isomorphism to Enhance Software Reusability

Content Provider	Semantic Scholar
Author	Chaturvedi, Arti Gupta, Manjari Gupta, Sanjay Kumar
Copyright Year	2016
Abstract	Design patterns have been proposed as a technique to introduce reuse in design phase. In industry, it is focused to reuse design patterns as a reusable part when designing a new application. Reusable Design Pattern, that are proven solutions to common design problems, to improves many qualities of applications like Reusability and its maintainability. If better reusability is required for an application where design patterns were used, then an automated tool that can detect the used design pattern in the application will be useful. Therefore, a reliable design pattern discovery is required to promote software reusability. The techniques of finding an isomorphic sub-graph were used to solve design pattern detection in past. Furthermore, we are applying a hybrid genetic algorithm for sub-graph isomorphism problem which uses an incremental approach to detect design patterns. Moreover, detection is done with increasing the size of sub-problem step by step. A hybrid GA is applied to each sub-problem, initialized with the evolved population of previous step. This proposed work of identifying and then later reusing of design pattern facilitate to bring software design in reduced time and consequently expedite software reusability.
File Format	PDF HTM / HTML
Alternate Webpage(s)	https://www.ijcaonline.org/archives/volume135/number4/24040-24040-2016908334?format=pdf
Alternate Webpage(s)	http://www.ijcaonline.org/archives/volume135/number4/24040-24040-2016908334?format=pdf
Alternate Webpage(s)	http://www.ijcaonline.org/research/volume135/number4/chaturvedi-2016-ijca-908334.pdf
Language	English
Access Restriction	Open
Subject Keyword	Anti-pattern Genetic algorithm Graph - visual representation Graph isomorphism problem Increment Memetic algorithm Pattern recognition Reuse (action) Software design pattern Software release life cycle Solutions Subgraph isomorphism problem Yeast Two-Hybrid System Techniques
Content Type	Text
Resource Type	Article

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