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More about OPTIMIZATION ALGORITHMS

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Book synopsis

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.

Book details

• Full title: OPTIMIZATION ALGORITHMS
• Author: KHAMIS ALAA
• Language: English
• Binding: Paperback
• Number of pages: 536
• EAN: 9781633438835
• ID: 44124017
• Publisher: MANNING
• Weight: 980 g
• Date of publishing: 20. March 2024

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