A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st century

Y Wang, Y Pei - Applied Soft Computing, 2024 - Elsevier
Interactive evolutionary computation (IEC) has demonstrated significant success in
addressing numerous real-world problems that are challenging to quantify mathematically or …

Evolutionary music: applying evolutionary computation to the art of creating music

R Loughran, M O'Neill - Genetic Programming and Evolvable Machines, 2020 - Springer
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 …

Adapting models of visual aesthetics for personalized content creation

A Liapis, GN Yannakakis… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
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 …

Evolutionary generative models

J Correia, F Baeta, T Martins - Handbook of Evolutionary Machine …, 2023 - Springer
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 …

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 …

Interactively evolving harmonies through functional scaffolding

AK Hoover, PA Szerlip, KO Stanley - … of the 13th annual conference on …, 2011 - dl.acm.org
While the real-time focus of today's automated accompaniment generators can benefit
instrumentalists and vocalists in their practice, improvisation, or performance, an opportunity …

EvoDrummer: Deriving rhythmic patterns through interactive genetic algorithms

MA Kaliakatsos–Papakostas, A Floros… - … on evolutionary and …, 2013 - Springer
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 …

Jive: A generative, interactive, virtual, evolutionary music system

J Shao, J McDermott, M O'Neill, A Brabazon - Applications of Evolutionary …, 2010 - Springer
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 …

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 …

Learning to dance through interactive evolution

GA Dubbin, KO Stanley - European Conference on the Applications of …, 2010 - Springer
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 …