Optimization Algorithms - Alaa Khamis - Hardback Bog - Manning Publications - 2024 - Engelsk - Booktok.dk

Description

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 - About the technology: Search and optimization algorithms are powerful tools that can help practitioners find optimal or near-optimal solutions to a wide range of design, planning and control problems. When you open a route planning app, call for a rideshare, or schedule a hospital appointment, an AI algorithm works behind the scenes to make sure you get an optimized result. This guide reveals the classical and modern algorithms behind these services.