Advanced Concepts in Grey Wolf Optimizer

Name: Advanced Concepts in Grey Wolf Optimizer
Brand: Elsevier Science
SKU: 9780443457265
Price: 204.35 EUR
Availability: PreOrder

Leading the Pack in Advanced Optimization

Автор: Seyedali Mirjalili

Език:

Корици: С меки корици

Издател: Elsevier Science

Наличност: Очакван нов продукт

Издание 01. 11. 2026

204.35 € 399.67 лв

Advanced Concepts in Grey Wolf Optimizer: Leading the Pack in Advanced Optimization provides in-dept...

Информация за книгата

Автор

Seyedali Mirjalili

Език

Английски език

Корици

Книга - С меки корици

Издадена

2026

страници

300

EAN

9780443457265

ISBN

0443457263

Enbook ID

49887770

Издател

Elsevier Science

Теглоt

450

Размери

216 x 276

Пълно описание

Advanced Concepts in Grey Wolf Optimizer: Leading the Pack in Advanced Optimization provides in-depth coverage of recent theoretical advancements in GWO, as well as advanced methods to handle issues such as multiple objectives, constraints, binary variables, large search spaces, dynamic goals, and uncertain data. This book assumes familiarity with optimization fundamentals and therefore dives directly into multi-objective, constrained, binary and dynamic-environment variants, as well as GWO-ML/LLM hybrids. Extensive real-world case studies in areas such as energy systems, supply-chain design, LLM fine-tuning, robotics, and finance ensure that both scholars and engineers can translate the material into deployable solutions. The authors present important new theories, hybrids with Machine Learning/Deep Learning, and hybrid methods that increase GWO’s performance. The use of generative AI to improve this algorithm and make it more generic is also explored, along with diverse applications across multiple fields to illustrate the practical utility and versatility of the methods presented. Written by some of the world’s most highly cited researchers in the field of artificial intelligence, algorithms, and machine learning, the book serves as an advanced resource for researchers and practitioners interested in applying and developing the Grey Wolf Optimizer.

Presents the use of new AI tools such as Generative AI (GenAI), Large Language Models (LLM), and Data Processing (DP) with the Grey Wolf Optimizer, showing readers how these technologies can improve and expand GWO capabilities
Provides a comprehensive overview of the latest GWO modifications and hybrid approaches, including methods to handle complex challenges such as multi-objective tasks, constraints, noisy data, and dynamic conditions
Includes many practical examples and real-world case studies from areas such as engineering, healthcare, finance, and robotics, which helps readers apply advanced GWO methods in various scientific and industrial settings

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Advanced Concepts in Grey Wolf Optimizer

Leading the Pack in Advanced Optimization

Информация за книгата

Пълно описание

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