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Optimization Algorithms: AI techniques for design, planning, and control problems - Softcover

 
9781633438835: Optimization Algorithms: AI techniques for design, planning, and control problems
  • PublisherManning
  • Publication date2024
  • ISBN 10 163343883X
  • ISBN 13 9781633438835
  • BindingPaperback
  • LanguageEnglish
  • Number of pages536

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Hardcover. Condition: new. Hardcover. 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. Solve design, planning, and control problems using modern machine learning and AI techniques. For AI practitioners familiar with the Python language. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781633438835

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