Price loading...

Handbook of Evolutionary Machine Learning (Genetic and Evolutionary Computation)

Price data last checked 104 day(s) ago - refreshing...

View at Amazon

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

This book, written by leading international researchers of evolutionary approaches to machine learning, explores various ways evolution can address machine learning problems and improve current methods of machine learning. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines. Readers find reviews of application areas and can discover large-scale, real-world applications of evolutionary machine learning to a variety of problem domains. This book will serve as an essential reference for researchers, postgraduate students, practitioners in industry and all those interested in evolutionary approaches to machine learning.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
02 November 2024
Listed Since
03 November 2024

Barcode

No barcode data available

Similar Products You Might Like

Evolutionary Learning: Advances in Theories and Algorithms
96% match

Evolutionary Learning: Advances in Theories and Algorithms

Springer

£104.99 28 Feb 2026
Springer Deep Neural Evolution - Deep Learning and EC Book
95% match

Springer Deep Neural Evolution - Deep Learning and EC Book

Springer

£143.51 20 Feb 2026
Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks
95% match

Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks

Springer

£103.21 09 Mar 2026
Evolutionary Deep Learning: Genetic Algorithms and Neural Networks
95% match

Evolutionary Deep Learning: Genetic Algorithms and Neural Networks

£29.54 12 Dec 2025
Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science: 975 (Studies in Computational Intelligence, 975)
94% match

Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science: 975 (Studies in Computational Intelligence, 975)

£121.46 12 Jan 2026
Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)
94% match

Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)

Springer

£88.28 28 Feb 2026
Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science: 975 (Studies in Computational Intelligence, 975)
94% match

Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science: 975 (Studies in Computational Intelligence, 975)

Springer

£111.47 02 Mar 2026
Evolutionary Computation: Theory and Applications
94% match

Evolutionary Computation: Theory and Applications

Scientific Publishing

£56.34 26 Feb 2026
Exploring Critical Approaches of Evolutionary Computation
94% match

Exploring Critical Approaches of Evolutionary Computation

Engineering Science Reference

£140.52 02 Mar 2026
Springer Introduction to Evolutionary Algorithms Book
94% match

Springer Introduction to Evolutionary Algorithms Book

Springer

£128.12 20 Apr 2026
Introduction to Evolutionary Algorithms (Decision Engineering)
94% match

Introduction to Evolutionary Algorithms (Decision Engineering)

Springer

£123.45 12 Apr 2026
Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)
94% match

Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)

Springer

£120.07 17 Apr 2026
Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)
94% match

Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)

Springer

£150.24 11 Jan 2026
Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)
94% match

Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)

Springer

£86.06 13 Jan 2026
Applied Evolutionary Algorithms for Engineers Using Python
94% match

Applied Evolutionary Algorithms for Engineers Using Python

CRC Press

£140.40 09 Dec 2025
Exploring Critical Approaches of Evolutionary Computation (Advances in Computer and Electrical Engineering)
94% match

Exploring Critical Approaches of Evolutionary Computation (Advances in Computer and Electrical Engineering)

IGI Global

£179.71 02 Mar 2026
Evolutionary Computation: Toward a New Philosophy of Machine Intelligence (IEEE Press Series on Computational Intelligence)
94% match

Evolutionary Computation: Toward a New Philosophy of Machine Intelligence (IEEE Press Series on Computational Intelligence)

Wiley-IEEE Press

£93.27 01 Mar 2026
Machine Learning
94% match

Machine Learning

Springer

£42.89 07 Mar 2026
Machine Learning
94% match

Machine Learning

Springer

£45.39 17 Feb 2026
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV: International Conference Held at Leiden University, ... in Intelligent Systems and Computing, 227)
94% match

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV: International Conference Held at Leiden University, ... in Intelligent Systems and Computing, 227)

Springer

£149.34 10 Jan 2026
Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach (Natural Computing Series)
94% match

Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach (Natural Computing Series)

Springer

£76.14 15 Apr 2026
Evolutionary Data Clustering: Algorithms and Applications (Algorithms for Intelligent Systems)
94% match

Evolutionary Data Clustering: Algorithms and Applications (Algorithms for Intelligent Systems)

Springer

£122.85 10 Feb 2026
Handbook of Research on Machine Learning: Foundations and Applications
94% match

Handbook of Research on Machine Learning: Foundations and Applications

CRC Press

£169.70 08 Feb 2026
Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series)
94% match

Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series)

Springer

£83.86 08 Jan 2026