Hands-On Artificial Intelligence for IoT

Guess the word

In this program, we use genetic algorithms to guess a word. The genetic algorithm will know the number of letters in the word and will guess those letters until it finds the right answer. We decide to represent the genes as a single alphanumeric character; strings of these characters thus constitute a chromosome. And our fitness function is the sum of the characters matching in the individual and the right word:

1. As the first step, we import the modules we will need. We use the string module and the random module to generate random characters from (a—z, A—Z, and 0—9). From the DEAP module, we use creator, base, and tools:

import stringimport randomfrom deap import base, creator, tools

2. In DEAP, we start with creating a class ...