Optimization Algorithms (MEAP V06)

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Optimization Algorithms (MEAP V06) (Size: 37.1 MB)
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Optimization Algorithms (MEAP V06)
https://DevCourseWeb.com

English | 2023 | ISBN: 9781633438835 | 507 pages | PDF,EPUB | 37.14 MB

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

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