Interactive, evolutionary search in upstream object-oriented class design

Simons, C., Parmee, I. and Gwynllyw, R. (2010) Interactive, evolutionary search in upstream object-oriented class design. IEEE Transactions on Software Engineering, 36 (6). pp. 798-816. ISSN 0098-5589

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Publisher's URL: http://dx.doi.org/10.1109/TSE.2010.34

Abstract

Although much evidence exists to suggest that early life cycle software engineering design is a difficult task for software engineers to perform, current computational tool support for software engineers is limited. To address this limitation, interactive search-based approaches using evolutionary computation and software agents are investigated in experimental upstream design episodes for two example design domains. Results show that interactive evolutionary search, supported by software agents, appears highly promising. As an open system, search is steered jointly by designer preferences and software agents. Directly traceable to the design problem domain, a mass of useful and interesting class designs is arrived at which may be visualized by the designer with quantitative measures of structural integrity, such as design coupling and class cohesion. The class designs are found to be of equivalent or better coupling and cohesion when compared to a manual class design for the example design domains, and by exploiting concurrent execution, the runtime performance of the software agents is highly favorable.

Item Type:Article
Uncontrolled Keywords:software design, evolutionary computation, interactive search
Faculty/Department:Faculty of Environment and Technology > Department of Engineering Design and Mathematics
Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:12218
Deposited By: Dr C. Simons
Deposited On:10 Jan 2011 13:47
Last Modified:10 Jun 2014 16:28

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