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

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

Synopsis

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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From the Back Cover

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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9789811984594: Genetic Programming Theory and Practice XIX (Genetic and Evolutionary Computation)

Featured Edition

ISBN 10:  981198459X ISBN 13:  9789811984594
Publisher: Springer, 2023
Hardcover