Computational Intelligence in Music, Sound, Art and Design de João Correia

Computational Intelligence in Music, Sound, Art and Design: 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19–21, 2017, Proceedings: Lecture Notes in Computer Science, cartea 10198

João Correia

Vic Ciesielski

Antonios Liapis

en Limba Engleză Paperback – 22 mar 2017

This book constitutes the refereed proceedings of the 6th International Conference on Evolutionary Computation in Combinatorial Optimization, EvoMUSART 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo*2017 events EuroGP, EvoCOP and EvoApplications. The 24 revised full papers presented were carefully reviewed and selected from 29 submissions. The papers cover a wide range of topics and application areas, including: generative approaches to music, graphics, game content, and narrative; music information retrieval; computational aesthetics; the mechanics of interactive evolutionary computation; computer-aided design; and the art theory of evolutionary computation.

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Specificații

ISBN-13: 9783319557496
ISBN-10: 3319557491
Pagini: 371
Ilustrații: X, 371 p. 169 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.54 kg
Ediția:1st ed. 2017
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues

Locul publicării:Cham, Switzerland

Cuprins

Algorithmic Songwriting with ALYSIA.- On Symmetry, Aesthetics and Quantifying Symmetrical Complexity.- Towards Polyphony Reconstruction Using Multidimensional Multiple Sequence Alignment.- Melody Retrieval and Classification Using Biologically-Inspired Techniques.- Evolved Aesthetic Analogies to Improve Artistic Experience.- Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation.- A Kind of Bio-inspired Learning of mUsic stylE.- Using Autonomous Agents to Improvise Music Compositions in Real-time.- Generating Polyphonic Music Using Tied Parallel Networks.- Mixed-initiative Creative Drawing with webIconoscope.- Clustering Agents for the Evolution of Autonomous Musical Fitness.- EvoFashion: Customising Fashion Through Evolution.- A Swarm Environment for Experimental Performance and Improvisation.- Niche Constructing Drawing Robots.- Automated Shape Design by Grammatical Evolution.- Evolutionary Image Transition Using Random Walks.- Evaluation Rules forEvolutionary Generation of Drum Patterns in Jazz Solos.- Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation through a Human Creativity Test.- Play It again: Evolved Audio Effects and Synthesizer Programming.- Fashion Design Aid System with Application of Interactive Genetic Algorithms.- Generalization Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples.- Exploring the Exactitudes Portrait Series with Restricted Boltzmann Machines.- Evolving Mondrian-Style Artworks.- Predicting Expressive Bow Controls for Violin and Viola.