Agent-based support for interactive search in conceptual software design

Simons, C. and Parmee, I. (2008) Agent-based support for interactive search in conceptual software design. In: 10th Annual Conference on Genetic and Evolutionary Computation (GECCO' 08), Atlanta, Georgia, USA, 12-14 July 2008., pp. 1785-1786

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Abstract

While recent attempts to search a conceptual software engineering design search space with multi-objective evolutionary algorithms have yielded promising results, the practical application of such search-based techniques remains to be addressed. This paper reports initial findings of the application of software agents in support of an interactive, user-centered conceptual software design scenario. The supporting role of a number of single responsibility agents is described and results for a case study indicate that the application of such agents to search-based design scenarios provides efficient, high performance and effective support. The notion of interactive, joint human-computer activity appears to map well to conceptual software design scenarios: focus on superior design concepts and thence to useful and interesting designs provides a natural and effective way of narrowing the population based search. In addition, agents and the human designer appear to interact as cooperative “team players”, jointly influencing the evolutionary algorithm based search. Nevertheless, challenges remain, including expanding the scale of implementation of underlying technologies to support distributed, collaborative design.

Item Type:Conference or Workshop Item (Poster)
Uncontrolled Keywords:software agents, software design, evolutionary search
Faculty/Department:Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:12210
Deposited By: Dr C. Simons
Deposited On:10 Jan 2011 12:37
Last Modified:24 May 2014 17:11

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