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A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st century
Interactive evolutionary computation (IEC) has demonstrated significant success in
addressing numerous real-world problems that are challenging to quantify mathematically or …
addressing numerous real-world problems that are challenging to quantify mathematically or …
Evolutionary music: applying evolutionary computation to the art of creating music
We present a review of the application of genetic programming (GP) and other variations of
evolutionary computation (EC) to the creative art of music composition. Throughout the …
evolutionary computation (EC) to the creative art of music composition. Throughout the …
Adapting models of visual aesthetics for personalized content creation
This paper introduces a search-based approach to personalized content generation with
respect to visual aesthetics. The approach is based on a two-step adaptation procedure …
respect to visual aesthetics. The approach is based on a two-step adaptation procedure …
Evolutionary generative models
In the last decade, generative models have seen widespread use for their ability to generate
diverse artefacts in an increasingly simple way. Historically, the use of evolutionary …
diverse artefacts in an increasingly simple way. Historically, the use of evolutionary …
A comprehensive and brief survey on interactive evolutionary computation in sound and music composition for algorithmic auditory and acoustic design with human-in …
Y Pei - Proceedings of the Companion Conference on Genetic …, 2023 - dl.acm.org
We present a comprehensive survey on the topic of sound and music composition using
interactive evolutionary computation (IEC). After explaining the fundamentals of IEC and …
interactive evolutionary computation (IEC). After explaining the fundamentals of IEC and …
Interactively evolving harmonies through functional scaffolding
While the real-time focus of today's automated accompaniment generators can benefit
instrumentalists and vocalists in their practice, improvisation, or performance, an opportunity …
instrumentalists and vocalists in their practice, improvisation, or performance, an opportunity …
EvoDrummer: Deriving rhythmic patterns through interactive genetic algorithms
Drum rhythm automatic construction is an important step towards the design of systems
which automatically compose music. This work describes a novel mechanism that allows a …
which automatically compose music. This work describes a novel mechanism that allows a …
Jive: A generative, interactive, virtual, evolutionary music system
A novel paradigm and system for interactive generative music are described. Families of
musical pieces are represented as functions of a time variable and several variables under …
musical pieces are represented as functions of a time variable and several variables under …
Evolving neural networks
R Miikkulainen - Proceedings of the 2016 on Genetic and Evolutionary …, 2016 - dl.acm.org
Neuroevolution, ie evolution of artificial neural networks, has recently emerged as a
powerful technique for solving challenging reinforcement learning problems. Compared to …
powerful technique for solving challenging reinforcement learning problems. Compared to …
Learning to dance through interactive evolution
A relatively rare application of artificial intelligence at the nexus of art and music is dance.
The impulse shared by all humans to express ourselves through dance represents a unique …
The impulse shared by all humans to express ourselves through dance represents a unique …