Genetic Programming Theory and Practice XIX
2023 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Genetic and Evolutionary Computation
ISBN-10
981198459X
ISBN-13
9789811984594
Edition
2023 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Mar 12th, 2023
Print length
262 Pages
Product Classification:
Biomedical engineeringNumerical analysisAlgorithms & data structuresMachine learning
Ksh 23,400.00
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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.
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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