Optimisation Algorithms

English, Alaa Khamis, 2024
Delivered between Tue, 20.5. and Fri, 23.5.
10 items in stock at supplier

Product details

Solve design, planning, and control problems using modern machine learning and AI techniques. In Optimisation 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 ensure you get an optimized result. This guide reveals the classical and modern algorithms behind these services.

Key specifications

Language
English
Author
Alaa Khamis
Book cover
Hard cover
Year
2024
Item number
43765608

General information

Publisher
Pearson Academic
Category
Reference books
Release date
9.3.2024

Book properties

Language
English
Author
Alaa Khamis
Year
2024
Book cover
Hard cover
Year
2024

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30-day right of return if unopenedReturn policy
24 Months Warranty (Bring-in)Warranty provisions

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