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OPTIMIZATION ALGORITHMS
Language
English
English
Book
Paperback
Solve design, planning, and control problems using modern machine learning and AI techniques. In Opt...
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Libristo code: 44124017
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186 b
186 b
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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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About the book
Full name
OPTIMIZATION ALGORITHMS
Author
KHAMIS ALAA
Language
English
English
Binding
Book - Paperback
Date of issue
2024
Number of pages
536
EAN
9781633438835
Libristo code
44124017
Publishers
MANNING
Weight
980
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