The Art of Randomness
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ISBN-13:
9781718503243
Veröffentl:
2024
Erscheinungsdatum:
05.03.2024
Seiten:
373
Autor:
Ronald T. Kneusel
Gewicht:
756 g
Format:
234x179x24 mm
Sprache:
Englisch
Beschreibung:
"The Art of Randomness teaches readers to harness the power of randomness (and Python code) to solve real-world problems in programming, science, and art through hands-on experiments-from simulating evolution to encrypting messages to making machine-learning algorithms. Each chapter describes how randomness plays into the given topic area, then proceeds to demonstrate its problem-solving role with hands-on experiments to work through using Python code"--
TABLE OF CONTENTS...IntroductionChapter 1: The Nature of RandomnessChapter 2: Hiding InformationChapter 3: Simulate the Real WorldChapter 4: Optimize the WorldChapter 5: Swarm OptimizationChapter 6: Machine LearningChapter 7: ArtChapter 8: MusicChapter 9: Audio SignalsChapter 10: Experimental DesignChapter 11: Computer Science AlgorithmsChapter 12: SamplingResourcesIndex
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