Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms

Iaroslav Omelianenko

ISBN 10: 183882491X / ISBN 13: 9781838824914

Verlag: Packt Publishing Limited, 2019

Beschreibung

This item is printed on demand. New copy - Usually dispatched within 5-9 working days 701.

Bestandsnummer des Verkäufers C9781838824914

Bibliografische Details

• Titel: Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
• Verlag: Packt Publishing Limited
• Veröffentlichungsdatum: 2019
• Sprache: Englisch
• ISBN-10: 183882491X
• ISBN-13: 9781838824914
• Bindung: Paperback / softback
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book will help you to apply popular neuroevolution strategies to existing neural network designs to improve their performance. It covers practical examples in areas such as games, robotics, and simulation of natural processes, using real-world examples and data sets for your better understanding.

Über die Autorin bzw. den Autor

Iaroslav Omelianenko occupied the position of CTO and research director for more than a decade. He is an active member of the research community and has published several research papers at arXiv, ResearchGate, Preprints, and more. He started working with applied machine learning by developing autonomous agents for mobile games more than a decade ago. For the last 5 years, he has actively participated in research related to applying deep machine learning methods for authentication, personal traits recognition, cooperative robotics, synthetic intelligence, and more. He is an active software developer and creates open source neuroevolution algorithm implementations in the Go language.