𝔖 Scriptorium
✦   LIBER   ✦
πŸ“

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

✍ Scribed by Stephan Winkler (editor), Leonardo Trujillo (editor), Charles Ofria (editor), Ting Hu (editor)

Publisher
Springer
Year
2024
Tongue
English
Leaves
352
Edition
1st ed. 2024
Category
Library
⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ 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.

πŸ“œ SIMILAR VOLUMES

Genetic Programming Theory and Practice
πŸ“ Genetic Programming Theory and Practice XX (Genetic and Evolutionary Computation)
✍ Stephan Winkler (editor), Leonardo Trujillo (editor), Charles Ofria (editor), Ti πŸ“‚ Library πŸ“… 2024 πŸ› Springer 🌐 English

<p><span>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

Genetic Programming Theory and Practice
πŸ“ Genetic Programming Theory and Practice XVIII (Genetic and Evolutionary Computation)
✍ Wolfgang Banzhaf (editor), Leonardo Trujillo (editor), Stephan Winkler (editor), πŸ“‚ Library πŸ“… 2022 πŸ› Springer 🌐 English

<span>This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year’s edition, the topics co

Genetic Programming Theory and Practice
πŸ“ Genetic Programming Theory and Practice XVII (Genetic and Evolutionary Computation)
✍ Wolfgang Banzhaf (editor), Erik Goodman (editor), Leigh Sheneman (editor), Leona πŸ“‚ Library πŸ“… 2020 πŸ› Springer 🌐 English

<p></p><p><span>These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year’s edi

Evolutionary Algorithms in Theory and Pr
πŸ“ Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
✍ Thomas BΓ€ck πŸ“‚ Library πŸ“… 1996 πŸ› Oxford University Press, USA 🌐 English

In comparing this book with, say Goldberg's "Genetic Algorithms..." (may be the most popular genetic algorithms text), this book reads more like a German habilitation thesis (which I imagine it may have served as such), where as Goldberg's book seems more of a light introduction for the mathematical