Name: Quantum Algorithms for Optimizers. From Core Principles to AI Applications (en Inglés)
SKU: 67197948
Price: 114.97 USD
Availability: InStock
Author: Giacomo Nannicini
ISBN: 9781611978759

portada Quantum Algorithms for Optimizers. From Core Principles to AI Applications (en Inglés)

Quantum Algorithms for Optimizers. From Core Principles to AI Applications (en Inglés)

Formato

Libro Físico

Editorial

SIAM - Society for Industrial and Applied Mathematics

Autor

Giacomo Nannicini

Colección

MOS-SIAM Series on Optimization

Año

2026

Idioma

Inglés

N° páginas

273

Encuadernación

Tapa Blanda

ISBN13

9781611978759

Quantum Algorithms for Optimizers. From Core Principles to AI Applications (en Inglés)

Giacomo Nannicini (Autor) · SIAM - Society for Industrial and Applied Mathematics · Tapa Blanda

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Reseña del libro "Quantum Algorithms for Optimizers. From Core Principles to AI Applications (en Inglés)"

Explores how quantum computing redefines optimization by tackling intricate challenges with rigorous methods and clear insights into computational complexity. This self-contained exploration demystifies conditional gradient techniques and highlights major algorithmic advances in quantum and AI applications.

This book is a self-contained introduction to quantum algorithms with an emphasis on quantum optimization, that is, quantum algorithms to solve optimization problems. The book provides all the tools necessary to understand the benefits and drawbacks of quantum optimization algorithms, paying particular attention to provable guarantees and computational complexity.

The first comprehensive treatment of quantum optimization, Conditional Gradient Methods: From Core Principles to AI Applications provides a rigorous introduction to the computational model of quantum computers, contains detailed discussion of some of the most important developments in quantum optimization algorithms, and summarizes the most important developments in the open literature.