منابع مشابه
Deep Interactive Evolution
This paper describes an approach that combines generative adversarial networks (GANs) with interactive evolutionary computation (IEC). While GANs can be trained to produce lifelike images, they are normally sampled randomly from the learned distribution, providing limited control over the resulting output. On the other hand, interactive evolution has shown promise in creating various artifacts ...
متن کاملOn Interactive Evolution Strategies
In this paper we discuss Evolution Strategies within the context of interactive optimization. Different modes of interaction will be classified and compared. A focus will be on the suitability of the approach in cases, where the selection of individuals is done by a human user based on subjective evaluation. We compare the convergence dynamics of different approaches and discuss typical pattern...
متن کاملInteractive Evolution of Camouflage
This article presents an abstract computation model of the evolution of camouflage in nature. The 2D model uses evolved textures for prey, a background texture representing the environment, and a visual predator. A human observer, acting as the predator, is shown a cohort of 10 evolved textures overlaid on the background texture. The observer clicks on the five most conspicuous prey to remove (...
متن کاملInteractive Evolution of Images
Systems of selection and variation by recombination and/or mutation can be used to evolve images for computer graphics and animation. Interactive evolution can be used to direct the development of favorite designs in various application areas. Examples of the application of evolutionary algorithms to two-dimensional (2-D) bitmap images and the methods for three-dimensional (3-D) voxel images ar...
متن کاملC2.10 Interactive Evolution
We present a diierent approach to directing the evolutionary process through interactive selection of solutions by the human user. First the general context of Interactive Evolution (IE) is set, then the standard IE algorithm is discussed together with more complicated variants. Finally, several application areas are discussed and uses for the new method are exempliied using design from the lit...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature Reviews Genetics
سال: 2001
ISSN: 1471-0056,1471-0064
DOI: 10.1038/35098522