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

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

What is Optimization Algorithms: AI techniques for design, planning, and control problems 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 stu

Who reads Optimization Algorithms: AI techniques for design, planning, and control problems?

Author

Alaa Khamis

Publisher

Manning Publications Co. LLC

Published

2024

Language

EN

ISBN

9781633438835

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem