Evolutionary Algorithms in Intelligent Systems
Hardcover 144 pages English Dec 07, 2020
(No reviews yet)
Write a Review
Write a Review
Mdpi AG
Evolutionary Algorithms in Intelligent Systems
Millions of titlesEvery book you're looking for
Carbon-neutral shippingFree on orders over $39.99
Fast shipping worldwideDelivered to your door
Evolutionary algorithms and metaheuristics are widely used to provide efficient and effective approximate solutions to computationally hard optimization problems. With the widespread use of intelligent systems in recent years, evolutionary algorithms have been applied, beyond classical optimization problems, to AI system parameter optimization and the design of artificial neural networks and feature selection in machine learning systems. This volume will present recent results of applications of the most successful metaheuristics, from differential evolution and particle swarm optimization to artificial neural networks, loT allocation, and multi-objective optimization problems. It will also provide a broad view of the role and the potential of evolutionary algorithms as service components in Al systems.
- Author:
- Alfredo Milani, Arturo Carpi, Valentina Poggioni
- Publisher:
- Mdpi AG
- Publication Date:
- Dec 07, 2020
- Number of pages:
- 144 pages
- Language:
- English
- Binding:
- Hardcover
- ISBN-10:
- 3039436112
- ISBN-13:
- 9783039436118