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Practical Python AI Projects: Mathematical Models of Optimization Problems with Google Or-Tools

By Kruk, Serge
Practical Python AI Projects: Mathematical Models...

Details

Authors: Kruk, Serge
Format: Paperback
GTIN13: 9781484234228
ISBN10: 1484234227
Page Count: 279
Dimensions: 6.14x0.62x9.21
Publisher: Apress
Jacket Notes: Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models such as linear continuous models, non-obviously linear continuous models, and pure linear integer models. Rather than focus on theory, Practical Python AI Projects, the product of the author's decades of industry teaching and consulting, stresses the model creation aspect; contrasting alternate approaches and practical variations.
Each model is explained thoroughly and written to be executed. The source code from all examples in the book is available, written in Python using Google OR-Tools. It also includes a random problem generator, useful for industry application or study.
You will:
  • Build basic Python-based artificial intelligence (AI) applications
  • Work with mathematical optimization methods and the Google OR-Tools (Optimization Tools) suite
  • Create several types of projects using Python and Google OR-Tools

Description

A very practical, hands-on Python book with several projects or case studies to buildCome away with real world "templates" that you may re-purpose for your own coding projectsWritten by an industry expert and teacher

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