Coverart for item
The Resource Practical Python AI projects : mathematical models of optimization problems with Google OR-tools, Serge Kruk

Practical Python AI projects : mathematical models of optimization problems with Google OR-tools, Serge Kruk

Label
Practical Python AI projects : mathematical models of optimization problems with Google OR-tools
Title
Practical Python AI projects
Title remainder
mathematical models of optimization problems with Google OR-tools
Statement of responsibility
Serge Kruk
Creator
Author
Subject
Genre
Language
eng
Summary
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
Member of
Cataloging source
YDX
http://library.link/vocab/creatorDate
1968-
http://library.link/vocab/creatorName
Kruk, Sergei
Dewey number
005.13/3
Index
index present
LC call number
QA76.73.P98
LC item number
K78 2018
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Python (Computer program language)
  • Artificial intelligence
  • Mathematical theory of computation
  • Computer programming
  • Programming & scripting languages: general
  • COMPUTERS
  • Artificial intelligence
  • Python (Computer program language)
Label
Practical Python AI projects : mathematical models of optimization problems with Google OR-tools, Serge Kruk
Instantiates
Publication
Copyright
Note
Includes index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Linear continuous models -- Hidden linear continuous models -- Linear network models -- Classic discrete models -- Classic mixed models -- Advanced techniques
Control code
1027334186
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781484234235
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4842-3423-5
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000947
Specific material designation
remote
System control number
(OCoLC)1027334186
Label
Practical Python AI projects : mathematical models of optimization problems with Google OR-tools, Serge Kruk
Publication
Copyright
Note
Includes index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Linear continuous models -- Hidden linear continuous models -- Linear network models -- Classic discrete models -- Classic mixed models -- Advanced techniques
Control code
1027334186
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781484234235
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4842-3423-5
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000947
Specific material designation
remote
System control number
(OCoLC)1027334186

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
Processing Feedback ...