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Authors: Aidan Breen and Colm O'Riordan

Affiliation: National University of Ireland Galway, Ireland

ISBN: 978-989-758-201-1

Keyword(s): Genetic Algorithms, Evolutionary Art and Design, Genetic Programming, Hybrid Systems, Computational Analogy, Aesthetics

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Art and Design ; Evolutionary Computing ; Genetic Algorithms ; Hybrid Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: In this paper we describe an evolutionary approach using models of human aesthetic experience to evolve expressions capable of generating real-time aesthetic analogies between two different artistic domains. We outline a conceptual structure used to define aesthetic analogies and guide the collection of empirical data used to build aesthetic models. We also present a Grammatical Evolution based system making use of aesthetic models with a heuristic based fitness calculation approach to evaluate evolved expressions. We demonstrate a working model that has been designed to implement this system and use the evolved expressions to generate real-time aesthetic analogies with input music and output visuals. With this system we can generate novel artistic visual displays, similar to a light show at a music concert, which can react to the musician's performance in real-time.

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Paper citation in several formats:
Breen, A. and O'Riordan, C. (2016). Evolving Art using Aesthetic Analogies - Evolutionary Supervised Learning to Generate Art with Grammatical Evolution.In Proceedings of the 8th International Joint Conference on Computational Intelligence - Volume 3: ECTA, (IJCCI 2016) ISBN 978-989-758-201-1, pages 59-68. DOI: 10.5220/0006048400590068

@conference{ecta16,
author={Aidan Breen. and Colm O'Riordan.},
title={Evolving Art using Aesthetic Analogies - Evolutionary Supervised Learning to Generate Art with Grammatical Evolution},
booktitle={Proceedings of the 8th International Joint Conference on Computational Intelligence - Volume 3: ECTA, (IJCCI 2016)},
year={2016},
pages={59-68},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006048400590068},
isbn={978-989-758-201-1},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Computational Intelligence - Volume 3: ECTA, (IJCCI 2016)
TI - Evolving Art using Aesthetic Analogies - Evolutionary Supervised Learning to Generate Art with Grammatical Evolution
SN - 978-989-758-201-1
AU - Breen, A.
AU - O'Riordan, C.
PY - 2016
SP - 59
EP - 68
DO - 10.5220/0006048400590068

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