Optimization Algorithms

AvAlaa Khamis

Inbunden, Engelska, 2024

467 kr

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Beskrivning

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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