Erik Cuevas: Machine Learning and Metaheuristic Computation
Machine Learning and Metaheuristic Computation
Buch
Artikel noch nicht erschienen, voraussichtlicher Liefertermin ist der 24.12.2024.
Sie können den Titel schon jetzt bestellen. Versand an Sie erfolgt gleich nach Verfügbarkeit.
Sie können den Titel schon jetzt bestellen. Versand an Sie erfolgt gleich nach Verfügbarkeit.
EUR 173,65*
- Wiley, 12/2024
- Einband: Gebunden
- Sprache: Englisch
- ISBN-13: 9781394229642
- Bestellnummer: 11933944
- Umfang: 512 Seiten
- Erscheinungstermin: 24.12.2024
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
Learn to bridge the gap between machine learning and metaheuristic methods to solve problems in optimization approachesFew areas of technology have greater potential to revolutionize the globe than artificial intelligence. Two key areas of artificial intelligence, machine learning and metaheuristic computation, have an enormous range of individual and combined applications in computer science and technology. To date, these two complementary paradigms have not always been treated together, despite the potential of a combined approach which maximizes the utility and minimizes the drawbacks of both.
Machine Learning and Metaheuristic Computation offers an introduction to both of these approaches and their joint applications. Both a reference text and a course, it is built around the popular Python programming language to maximize utility. It guides the reader gradually from an initial understanding of these crucial methods to an advanced understanding of cutting-edge artificial intelligence tools.
The text also provides:
Treatment suitable for readers with only basic mathematical training
Detailed discussion of topics including dimensionality reduction, clustering methods, differential evolution, and more
A rigorous but accessible vision of machine learning algorithms and the most popular approaches of metaheuristic optimization
Machine Learning and Metaheuristic Computation is ideal for students, researchers, and professionals looking to combine these vital methods to solve problems in optimization approaches.
Mehr von Erik Cuevas
![Erik Cuevas: Computational Methods with MATLAB®, Buch](https://media1.jpc.de/image/h90/front/0/9783031404801.jpg)
Erik Cuevas
Computational Methods with MATLAB®
Buch
EUR 58,66*
![Erik Cuevas: DC Motors, Buch](https://media1.jpc.de/image/h90/front/0/9783031643538.jpg)
Erik Cuevas
DC Motors
Buch
EUR 53,32*
![Erik Cuevas: Metaheuristic Algorithms: New Methods, Evaluation, and Performance Analysis, Buch](https://media1.jpc.de/image/h90/front/0/9783031630521.jpg)
Erik Cuevas
Metaheuristic Algorithms: New Methods, Evaluation, and Performance Analysis
Buch
EUR 175,23*
![Erik Cuevas: New Metaheuristic Schemes: Mechanisms and Applications, Buch](https://media1.jpc.de/image/h90/front/0/9783031455605.jpg)
Erik Cuevas
New Metaheuristic Schemes: Mechanisms and Applications
Buch
EUR 175,23*
![Erik Cuevas: Analysis and Comparison of Metaheuristics, Buch](https://media1.jpc.de/image/h90/front/0/9783031201073.jpg)
Erik Cuevas
Analysis and Comparison of Metaheuristics
Buch
EUR 164,28*