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Manning Optimization Algorithms: AI Techniques for Design, Planning, and Control Problems

Name: Optimization Algorithms: AI Techniques for Design, Planning, and Control Problems
Brand: Manning

AI & Machine Learning

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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.

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Brand: Manning
Format: paperback
ASIN: 163343883X
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 26 August 2024
Listed Since: 29 August 2023

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Manning Optimization Algorithms: AI Techniques for Design, Planning, and Control Problems

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