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Practical Python AI projectsmathemat...

Kruk, Serge.

Practical Python AI projectsmathematical models of optimization problems with Google OR-tools /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Practical Python AI projectsby Serge Kruk.
其他題名:	mathematical models of optimization problems with Google OR-tools /
作者:	Kruk, Serge.
出版者:	Berkeley, CA :Apress :2018.
面頁冊數:	xiii, 279 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Python (Computer program language)
電子資源:	http://dx.doi.org/10.1007/978-1-4842-3423-5
ISBN:	9781484234235$q(electronic bk.)

Practical Python AI projectsmathematical models of optimization problems with Google OR-tools /
Kruk, Serge.

Practical Python AI projectsmathematical models of optimization problems with Google OR-tools /[electronic resource] :by Serge Kruk. - Berkeley, CA :Apress :2018. - xiii, 279 p. :ill., digital ;24 cm.

1: Introduction -- 2: Linear Continuous Models -- 3: Hidden Linear Continuous Models -- 4: Linear Network Models -- 5: Classic Discrete Models -- 6: Classic Mixed Models -- 7: Advanced Techniques.

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.

ISBN: 9781484234235$q(electronic bk.)

Standard No.: 10.1007/978-1-4842-3423-5doiSubjects--Topical Terms:

215247
Python (Computer program language)

LC Class. No.: QA76.73.P98

Dewey Class. No.: 005.133

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