Tabla de Contenidos: “…-- 2.1.3 Working Sequence of Genetic Algorithm -- 2.1.3.1 Population -- 2.1.3.2 Fitness Among the Individuals -- 2.1.3.3 Selection of Fitted Individuals -- 2.1.3.4 Crossover Point -- 2.1.3.5 Mutation -- 2.1.4 Application of Machine Learning in GA -- 2.1.4.1 Genetic Algorithm Role in Feature Selection for ML Problem -- 2.1.4.2 Traveling Salesman Problem -- 2.1.4.3 Blackjack-A Casino Game -- 2.1.4.4 Pong Against AI-Evolving Agents (Reinforcement Learning) Using GA -- 2.1.4.5 SNAKE AI-Game -- 2.1.4.6 Genetic Algorithm's Role in Neural Network -- 2.1.4.7 Solving a Battleship Board Game as an Optimization Problem Which Was Initially Released by Milton Bradley in 1967 -- 2.1.4.8 Frozen Lake Problem From OpenAI Gym -- 2.1.4.9 N-Queen Problem -- 2.1.5 Application of Data Mining in GA -- 2.1.5.1 Association Rules Generation -- 2.1.5.2 Pattern Classification With Genetic Algorithm -- 2.1.5.3 Genetic Algorithms in Stock Market Data Mining Optimization -- 2.1.5.4 Market Basket Analysis -- 2.1.5.5 Job Scheduling -- 2.1.5.6 Classification Problem -- 2.1.5.7 Hybrid Decision Tree-Genetic Algorithm to Data Mining…”