January 2017
Beginner to intermediate
446 pages
8h 46m
English
Content preview from Artificial Intelligence with PythonBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Generating a bit pattern with predefined parameters
Now that we know how a genetic algorithm works, let's see how to use it to solve some problems. We will be using a Python package called DEAP. You can find all the details about it at
http://deap.readthedocs.io/en/master
. Let's go ahead and install it by running the following command on your Terminal:
$ pip3 install deap
Now that the package is installed, let's quickly test it. Go into the Python shell by typing the following on your Terminal:
$ python3
Once you are inside, type the following:
>>> import deap
If you do not see an error message, we are good to go.
In this section, we will solve a variant of the One Max problem. The One Max problem is about generating a bit string that contains ...
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