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

Hardcover

ISBN 10: 9819984122 ISBN 13: 9789819984121

Publisher: Springer, 2024

Synopsis

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.

About this title

From the Back Cover

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.

Edition details

• Publisher: Springer
• Publication date: 2024
• Language: English
• ISBN 10: 9819984122
• ISBN 13: 9789819984121
• Binding: Hardcover
• Edition number: 1
• Number of pages: 352
• Editor: Winkler Stephan, Trujillo Leonardo, Ofria Charles, Hu Ting