Optimization Algorithms
Language: English
Published by Manning Publications, US, 2024
- Hardcover
- New
Seller: Rarewaves USA, HEBRON, KY, U.S.A.Rarewaves USA
AbeBooks seller since June 10, 2025
Condition: New
£ 54.04
Quantity: 10 available
Add to basketItem description from seller
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 problemsThe core concepts of search and optimizationDeterministic and stochastic optimization techniquesGraph search algorithmsNature-inspired search and optimization algorithmsEfficient trade-offs between search space exploration and exploitationState-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.…
Seller Inventory # LU-9781633438835
- Title
- Optimization Algorithms
- Author
- Alaa Khamis
- Publisher
- Manning Publications, US
- Publication year
- 2024
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 163343883X
- ISBN 13
- 9781633438835
- Item weight
- 885 grams
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.
"Synopsis" may belong to another edition of this title.
About the Author
About the Author
Dr. Alaa Khamis is an AI and smart mobility technical leader at General Motors and a sessional lecturer at the University of Toronto. He is also an adjunct professor at Ontario Tech University and Nile University, affiliate member of the Center of Pattern Analysis and Machine Intelligence (CPAMI) at the University of Waterloo, and a former professor of artificial intelligence and robotics.
"About the title" may belong to another edition of this title.
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