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Książka Computer Science and Artificial Intelligence as Multifractal System Pooja Vats

Computer Science and Artificial Intelligence as Multifractal System

DE

Autor: Pooja Vats
Język: Angielski
Oprawa: Miękka
Wydawca: LAP Lambert Academic Publishing
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
205.77 zł
The book begins by introducing the concept of multifractality and explaining how modern computationa...

Informacje o książce

Autor
Pooja Vats
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2026
strony
72
EAN
9786209995040
Enbook ID
52768048
Wydawca
LAP Lambert Academic Publishing
Waga
125
Wymiary
150 x 220

Pełny opis

The book begins by introducing the concept of multifractality and explaining how modern computational systems differ from traditional linear systems. It discusses how internet traffic, neural networks, cloud infrastructures, distributed databases, and Artificial Intelligence systems generate highly irregular and adaptive computational patterns across multiple scales.The mathematical foundations of multifractal theory are developed through detailed discussions on scaling laws, power-law relationships, fractal dimensions, and multifractal spectra. These mathematical tools provide a framework for analyzing nonlinear computational complexity and scale-dependent system behavior. A major focus of the book is the study of Artificial Neural Networks and deep learning architectures as multifractal systems. The book explains how hierarchical learning,nonlinear activations, adaptive optimization, and dynamic feature extraction producemulti-scale computational behavior similar to natural complex systems.