The Mathematics of Artificial Intelligence ler

Isbn 13: 9798905141980

pdf The Mathematics of Artificial Intelligence

por

Escolha um formato:

Leia uma amostra

Escolha um formato:

zip ler
rar ler
pdf ler
epub ler
txt ler
djvu ler

Descrição do livro

This book is a comprehensive mathematical exploration of artificial intelligence, showing how modern AI is built from the combined power of linear algebra, calculus, probability, optimization, geometry, topology, graph theory, dynamical systems, causality, learning theory, and generative modeling. Rather than presenting AI as only an engineering discipline, it argues that intelligence is a deeply structured mathematical phenomenon that must be understood through multiple interacting formalisms at once. Moving from foundational tools to advanced topics such as manifold learning, information geometry, operator-based modeling, scientific machine learning, reinforcement learning, and mathematically grounded agentic systems, the book offers both a rigorous conceptual framework and a forward-looking vision for a unified mathematics of intelligence.

Número de páginas :545
Isbn 13 :9798905141980
Encadernação The Mathematics of Artificial Intelligence:Capa dura
Livros recentes
Livros relacionados