Genetic Programming Theory and Practice XIX

£129.99

Genetic Programming Theory and Practice XIX

Biomedical engineering Algorithms and data structures Mathematical theory of computation

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Collection: Genetic and Evolutionary Computation

Language: English

Published by: Springer

Published on: 11th March 2023

Format: LCP-protected ePub

ISBN: 9789811984600


Overview

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 Interest

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 practitioners of GP that focus on usability and real-world results.

Summary

In summary, readers will get a glimpse of the current state of the art in GP research.

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