Computational Intelligence Applied to Inverse Problems in Radiative Transfer

Name: Computational Intelligence Applied to Inverse Problems in Radiative Transfer
Brand: Springer, Berlin
SKU: 9783031435430
Price: 53484 HUF
Availability: InStock

Szerző: Antônio José da Silva Neto, José Carlos Becceneri, Haroldo Fraga de Campos Velho, Ricardo Teixeira

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

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This book offers a careful selection of studies in optimization techniques based on artificial intel...

Információk a könyvről

Szerző

Antônio José da Silva Neto, José Carlos Becceneri, Haroldo Fraga de Campos Velho, Ricardo Teixeira

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2023

oldal

330

EAN

9783031435430

Enbook ID

43858641

Kiadó

Springer, Berlin

Súly

553

Méretek

155 x 235

Teljes leírás

This book offers a careful selection of studies in optimization techniques based on artificial intelligence, applied to inverse problems in radiative transfer. In this book, the reader will find an in-depth exploration of heuristic optimization methods, each meticulously described and accompanied by historical context and natural process analogies.From simulated annealing and genetic algorithms to artificial neural networks, ant colony optimization, and particle swarms, this volume presents a wide range of heuristic methods. Additional approaches such as generalized extreme optimization, particle collision, differential evolution, Luus-Jaakola, and firefly algorithms are also discussed, providing a rich repertoire of tools for tackling challenging problems.While the applications showcased primarily focus on radiative transfer, their potential extends to various domains, particularly nonlinear and large-scale problems where traditional deterministic methods fall short. With clear and comprehensive presentations, this book empowers readers to adapt each method to their specific needs. Furthermore, practical examples of classical optimization problems and application suggestions are included to enhance your understanding.This book is suitable to any researcher or practitioner whose interests lie on optimization techniques based in artificial intelligence and bio-inspired algorithms, in fields like Applied Mathematics, Engineering, Computing, and cross-disciplinary areas.

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Computational Intelligence Applied to Inverse Problems in Radiative Transfer

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