TY  - BOOK
AU  - Buontempo,Frances
AU  - Coron,Tammy
TI  - Genetic algorithms and machine learning for programmers: create AI models and evolve solutions 
T2  - The pragmatic programmers
SN  - 9781680506204
U1  - 006.3823 23
PY  - 2019///]
CY  - Raleigh, North Carolina
PB  - The Pragmatic Bookshelf
KW  - Genetic programming (Computer science)
KW  - Genetic algorithms
KW  - Machine learning
KW  - Artificial intelligence
N1  - Includes bibliographical and references and index; Escape! Code your way out of a paper bag -- Decide!  Find the paper bag -- Boom! Create a genetic algorithm -- Swarm! Build a nature-inspired swarm -- Colonize! Discover pathways -- Diffuse! Employ a stochastic model -- Buzz! Converge on one solution -- Alive! Create artificial life -- Dream! Explore CA with GA -- Optimize! Find the best
N2  - Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to machine learning.  Discover machine learning algorithms using a handful of self-contained recipes.  Create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, and cellular automata.  Find minima and maxima, using hill climbing and simulated annealing.  Try selection mathods, including tournament and roulette wheels.  Learn about heuristics, fitness functions, metrics, and clusters
ER  -