February 2018
Intermediate to advanced
287 pages
6h 22m
English
book
Practical Python AI Projects: Mathematical Models of Optimization Problems with Google OR-Tools
by Serge Kruk
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Index
A
Abstract approach
Amphibian coexistence
aquarium
executes
model
modeling languages
MPSolver
OR-Tools library
preys
run a model
solution
three-step approach
Attendant theory
B
Bin packing
constraints
decision variables
description
executable model
array of weights
bound-trucks
constraints
decision variables
degeneracy
optimal package assignments
optimal package assignments, symmetry-breaking
optimal truck loads, symmetry-breaking
over-constraining
packages and trucks
packages list, weights
simple heuristic to bound, trucks
symmetry-breaking constraints
symmetry_break parameter
tab
truck numbers
truck selection variables
objective
packages
trucks, weight capacity
variations
capital budgeting
knapsack
objective function
symmetry-breaking
Blending problem
vs
. mixing problems
raw/crude ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.