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

Bilgisayar Bilimi

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.What You Will LearnBuild basic Python-based artificial intelligence (AI) applications Work with mathematical optimization methods and the Google OR-Tools (Optimization Tools) suiteCreate several types of projects using Python and Google OR-ToolsWho This Book Is ForDevelopers and students who already have prior experience in Python coding. Some prior mathematical experience or comfort level may be helpful as well.  

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Peter Lang GmbH, Internationaler Verlag der Wissenschaften 1 Ocak 2018 3 Ocak 2017 Cambridge University Press Springer Forgotten Books 1 Ocak 2017 Kolektif Kollektif KOMİSYON 18 Haziran 2018 John Wiley & Sons Inc Varios Autores Adalet Yayınevi 5 Ocak 2017 4 Ocak 2017 Cambridge University Press Springer

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