Genetic Programming Theory and Practice XX (Genetic and Evolutionary Computation) - Softcover

 
9789819984152: Genetic Programming Theory and Practice XX (Genetic and Evolutionary Computation)
Softcover
ISBN 10: 9819984157 ISBN 13: 9789819984152
Verlag: Springer, 2025

Inhaltsangabe

Genetic Programming Theory and Practice brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year’s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine, and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the- art in GP research.

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Von der hinteren Coverseite

Genetic Programming Theory and Practice brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year’s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine, and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the- art in GP research.

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Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
9819984157
ISBN 13 
9789819984152
Einband
Taschenbuch
Anzahl der Seiten
352
Herausgeber
Winkler Stephan, Trujillo Leonardo, Ofria Charles, Hu Ting
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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9789819984121: Genetic Programming Theory and Practice XX (Genetic and Evolutionary Computation)

Vorgestellte Ausgabe

ISBN 10:  9819984122 ISBN 13:  9789819984121
Verlag: Springer, 2024
Hardcover