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Könyv Computer Science and Artificial Intelligence as Multifractal System Pooja Vats

Computer Science and Artificial Intelligence as Multifractal System

DE

Szerző: Pooja Vats
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: LAP Lambert Academic Publishing
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
16 227 Ft
The book begins by introducing the concept of multifractality and explaining how modern computationa...

Információk a könyvről

Szerző
Pooja Vats
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
72
EAN
9786209995040
Enbook ID
52768048
Kiadó
LAP Lambert Academic Publishing
Súly
125
Méretek
150 x 220

Teljes leírás

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.