An empirical investigation of search-based computational support for conceptual software engineering design

Simons, C. and Parmee, I. (2009) An empirical investigation of search-based computational support for conceptual software engineering design. In: IEEE International Conference on Systems,Man and Cybernetics, San Antonio, Texas, USA, 12-14 July 2009., pp. 2577-2582

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Publisher's URL: http://dx.doi.org/10.1109/ICSMC.2009.5346344

Abstract

Conceptual software engineering design is an intensely people-oriented and non-trivial activity, yet current computational tool support is limited. While a number of search-based software engineering approaches to support software design have been reported, few empirical studies into their application have been described. This paper reports the findings of an observational study of conceptual design episodes in a UK higher education problem domain. When compared with a manual design episode, a design episode enabled by a user interactive, search-based, evolutionary computation tool generates a large number of useful and interesting candidate designs, and provides enhanced qualitative and quantitative evaluation. It is also found that tool-supported visualization of UML class designs offers opportunities for sudden design discovery, and that designers respond positively to opportunities to explore and exploit multiple candidate designs. It appears therefore that search-based computational tool support offers high potential in the support of conceptual software engineering design.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:evolutionary computation, software design, search, user-interaction
Faculty/Department:Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:12214
Deposited By: Dr C. Simons
Deposited On:10 Jan 2011 13:40
Last Modified:06 Jun 2014 09:46

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