Genetic algorithms and machine learning for programmers : create AI models and evolve solutions /
Buontempo, Frances,
Genetic algorithms and machine learning for programmers : create AI models and evolve solutions / Frances Buontempo. - viii, 218 pages : illustrations ; 25 cm - The pragmatic programmers . - Pragmatic programmers. .
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.
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.
9781680506594 1680506595
Genetic programming (Computer science)
Genetic algorithms.
Machine learning.
Artificial intelligence.
Genetic algorithms.
Genetic programming (Computer science)
Machine learning.
COMPUTERS / General
Electronic books.
QA76.623 / B86 2019eb
006.3823 / B.F.G
Genetic algorithms and machine learning for programmers : create AI models and evolve solutions / Frances Buontempo. - viii, 218 pages : illustrations ; 25 cm - The pragmatic programmers . - Pragmatic programmers. .
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.
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.
9781680506594 1680506595
Genetic programming (Computer science)
Genetic algorithms.
Machine learning.
Artificial intelligence.
Genetic algorithms.
Genetic programming (Computer science)
Machine learning.
COMPUTERS / General
Electronic books.
QA76.623 / B86 2019eb
006.3823 / B.F.G