Genetic Programming Theory and Practice XIX (Genetic and Evolutionary Computation) - Hardcover

 
9789811984594: Genetic Programming Theory and Practice XIX (Genetic and Evolutionary Computation)
Hardcover
ISBN 10: 981198459X ISBN 13: 9789811984594
Verlag: Springer, 2023

Inhaltsangabe

This book 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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This book 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
2023
Sprache
Englisch
ISBN 10 
981198459X
ISBN 13 
9789811984594
Einband
Gebundene Ausgabe
Anzahl der Seiten
276
Herausgeber
Trujillo Leonardo, Winkler Stephan M., Silva Sara, Banzhaf Wolfgang
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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9789811984624: Genetic Programming Theory and Practice XIX (Genetic and Evolutionary Computation)

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