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0 (hodnocen0 x )

EB

ONLINE

First edition

1 online resource (239 pages) : illustrations

ISBN 9781680506587 (electronic bk.)

ISBN 9781680506204 (print)

The pragmatic programmers

Print version: Buontempo, Frances. Genetic Algorithms and Machine Learning for Programmers. First edition. [Place of publication not identified] : The Pragmatic Programmers, LLC, c2019 239 pages Pragmatic programmers. ISBN 9781680506204

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..

002010922

full

(Au-PeEL)EBL30977785

(MiAaPQ)EBC30977785

(OCoLC)1455757999