Integrating aesthetic criteria with evolutionary processes in complex, free-form design – an initial investigation

This research is a continuation of previous work by the authors relating to the inclusion of aesthetic criteria within an interactive evolutionary design system. The work described extends the design system re the manipulation of a more complex design problem with increased importance placed on aesthetic criterion. The paper initially introduces the previous work before describing more recent research and positioning this in terms of previously published work. Finally, initial results from the further developed design system are presented.

[1]  John S. Gero,et al.  Computational models of creative designing based on situated cognition , 2002, Creativity & Cognition.

[2]  I. C. Parmee,et al.  Interactive Evolutionary Design , 2005 .

[3]  Sung-Bae Cho,et al.  Fashion Design Using Interactive Genetic Algorithm with Knowledge-based Encoding , 2005 .

[4]  Karl Sims,et al.  Evolving virtual creatures , 1994, SIGGRAPH.

[5]  I. C. Parmee,et al.  INTRODUCING MACHINE LEARNING WITHIN AN INTERACTIVE EVOLUTIONARY DESIGN ENVIRONMENT , 2006 .

[6]  Ian C. Parmee,et al.  Improving problem definition through interactive evolutionary computation , 2002, Artificial Intelligence for Engineering Design, Analysis and Manufacturing.

[7]  Rob Saunders,et al.  Curious Design Agents and Artificial Creativity - A Synthetic Approach to the Study of Creative Behaviour , 2001 .

[8]  D. Fogel An evolutionary approach to the traveling salesman problem , 1988, Biological Cybernetics.

[9]  Kansei,et al.  Interactive Evolutionary Computation : Cooperation of computational intelligence and human , 2022 .

[10]  I. C. Parmee,et al.  OVERCOMING REPRESENTATION ISSUES WHEN INCLUDING AESTHETIC CRITERIA IN EVOLUTIONARY DESIGN , 2005 .

[11]  J. Gero,et al.  Evolving designs by generating useful complex gene structures , 1999 .

[12]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[13]  I. C. Parmee,et al.  Multi-objective analysis of a component-based representation within an interactive evolutionary design system , 2007 .

[14]  Azahar T. Machwe,et al.  Integrating Aesthetic Criteria with a User-centric Evolutionary System via a Component-based Design Representation , 2005 .

[15]  C. J. Moore,et al.  Innovative Computational Support in Bridge Aesthetics , 1996 .