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Functorial Semiotics for Creativity in Music and Mathematics: Computational Music Science

Autor Guerino Mazzola, Sangeeta Dey, Zilu Chen, Yan Pang
en Limba Engleză Hardback – 24 apr 2022
This book presents a new semiotic theory based upon category theory and applying to a classification of creativity in music and mathematics. It is the first functorial approach to mathematical semiotics that can be applied to AI implementations for creativity by using topos theory and its applications to music theory.
Of particular interest is the generalized Yoneda embedding in the bidual of the category of categories (Lawvere) - parametrizing semiotic units - enabling a Čech cohomology of manifolds of semiotic entities. It opens up a conceptual mathematics as initiated by Grothendieck and Galois and allows a precise description of musical and mathematical creativity, including a classification thereof in three types. This approach is new, as it connects topos theory, semiotics, creativity theory, and AI objectives for a missing link to HI (Human Intelligence).
The reader can apply creativity research using our classification, cohomology theory, generalized Yoneda embedding, and Java implementation of the presented functorial display of semiotics, especially generalizing the Hjelmslev architecture. The intended audience are academic, industrial, and artistic researchers in creativity.


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Specificații

ISBN-13: 9783030851897
ISBN-10: 3030851893
Pagini: 166
Ilustrații: XIII, 166 p.
Dimensiuni: 210 x 279 mm
Greutate: 0.71 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Computational Music Science

Locul publicării:Cham, Switzerland

Cuprins

Part I Orientation.- Part II General Concepts.- Part III Semantic Math.- Part IV Applications.- Part V Conclusions.- References.- Index.


Textul de pe ultima copertă

This book presents a new semiotic theory based upon category theory and applying to a classification of creativity in music and mathematics. It is the first functorial approach to mathematical semiotics that can be applied to AI implementations for creativity by using topos theory and its applications to music theory.
Of particular interest is the generalized Yoneda embedding in the bidual of the category of categories (Lawvere) - parametrizing semiotic units - enabling a Čech cohomology of manifolds of semiotic entities. It opens up a conceptual mathematics as initiated by Grothendieck and Galois and allows a precise description of musical and mathematical creativity, including a classification thereof in three types. This approach is new, as it connects topos theory, semiotics, creativity theory, and AI objectives for a missing link to HI (Human Intelligence).
The reader can apply creativity research using our classification, cohomology theory, generalized Yoneda embedding, and Java implementation of the presented functorial display of semiotics, especially generalizing the Hjelmslev architecture. The intended audience are academic, industrial, and artistic researchers in creativity.



Caracteristici

The first functorial semiotic theory for creativity in music and mathematics Application of topos theory to the classification of creativity Proposes object-oriented schemes for software implementation of AI of creativity