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Evolution 3.0 - Solve Your Everyday Problems with Genetic Algorithms

MLCon | Machine Learning Conference via YouTube

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Overview

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This talk introduces genetic algorithms through a from-scratch implementation for generating a weekly schedule and diet plan. It explains how the algorithm’s stages affect its solutions.

Syllabus

Introduction
Constraint Satisfaction
Evolutionary Computation
Genetic Algorithms
Generating the Population
Fitness Function
Gap Between Classes
Clashes
Selection
Frog Game
Implementation
Summary

Taught by

MLCon | Machine Learning Conference

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