Artificial evolution for computer graphics
Proceedings of the 18th annual conference on Computer graphics and interactive techniques
The theory of evolution strategies
The theory of evolution strategies
Evolutionary and Adaptive Computing in Engineering Design: The Integration of Adaptive Search Exploration and Optimization with Engineering Design Pro
Evolutionary Art and Computers
Evolutionary Art and Computers
Interpolated mappings for musical instruments
Organised Sound
Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
On the choice of mappings based on geometric properties
NIME '04 Proceedings of the 2004 conference on New interfaces for musical expression
The metasurface: applying natural neighbour interpolation to two-to-many mapping
NIME '05 Proceedings of the 2005 conference on New interfaces for musical expression
Integrating generative growth and evolutionary computation for form exploration
Genetic Programming and Evolvable Machines
A comparison of predictive measures of problem difficulty inevolutionary algorithms
IEEE Transactions on Evolutionary Computation
Using grammatical evolution to parameterise interactive 3D image generation
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
| Hi-index | 0.00 |
Perhaps the biggest limitation of interactive EC is the fitness evaluation bottleneck, caused by slow user evaluation and leading to small populations and user fatigue. In this study these problems are addressed through the proposal of new user interface techniques for interactive EC, which allow faster evaluation of large numbers of individuals and the combination of interactive with noninteractive evaluation. For the first time in the interactive EC literature a set of rigorous usability experiments compares these techniques with existing interactive EC and non-EC interfaces, for the application domain of sound synthesis. The results show that a new user interface for interactive EC improves performance, and further experiments lead to refinement of its design. The experimental protocol shows, again for the first time, that formal usability experiments are useful in the interactive EC setting. Statistically significant results are obtained on clearly-defined performance metrics, and the protocol is general enough to be of potential interest to all interactive EC researchers.