Optimisation Algorithms
English, Alaa Khamis, 202410 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.
Language | English |
Author | Alaa Khamis |
Book cover | Hard cover |
Year | 2024 |
Item number | 43765608 |
Publisher | Pearson Academic |
Category | Reference books |
Release date | 9.3.2024 |
Language | English |
Author | Alaa Khamis |
Year | 2024 |
Book cover | Hard cover |
Year | 2024 |
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