Can I read Optimization Algorithms: AI techniques for design, planning, and control problems (MEAP) on EtoBox?

Optimization Algorithms: AI techniques for design, planning, and control problems (MEAP) by Alaa Khamis is a book available to read on EtoBox.

What is Optimization Algorithms: AI techniques for design, planning, and control problems (MEAP) about?

Solve design, planning, and control problems using modern machine learning and AI techniques. In Optimization Algorithms: AI techniques for design, planning, and control problems you will learn: Machine learning methods for search and optimization problems The core concepts of search and optimization Deterministic and stochastic optimization techniques Graph search algorithms Nature-inspired search and optimization algorithms Efficient trade-offs between search space exploration and exploitation State-of-the-art Python libraries for search and optimization Optimization problems are everywhere in daily life. What’s the fastest route from one place to another? How do you calculate the optimal price for a product? How should you plant crops, allocate resources, and schedule surgeries? Optimization Algorithms introduces the AI algorithms that can solve these complex and poorly-structured problems. Inside you’ll find a wide range of optimization methods, from deterministic and stochastic derivative-free optimization to nature-inspired search algorithms and machine learning methods. Don’t worry—there’s no complex mathematical notation. You’ll learn through in-depth case studies that cut

Author

Alaa Khamis

Publisher

Manning Publications Co. LLC

Published

2023

Language

EN

ISBN

9781633438835