This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques.
| ISBN: | 9783030222727 |
| Publication date: | 28th October 2019 |
| Author: | E S Gopi |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 256 pages |
| Series: | Transactions on Computational Science and Computational Intelligence |
| Genres: |
Communications engineering / telecommunications Expert systems / knowledge-based systems Pattern recognition Digital signal processing (DSP) Data mining Maths for engineers Electronics engineering |
This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques.
Pattern Recognition and Computational Intelligence Techniques Using Matlab features in the following genres: Communications engineering / telecommunications, Expert systems / knowledge-based systems, Pattern recognition, Digital signal processing (DSP), Data mining, Maths for engineers, Electronics engineering
Pattern Recognition and Computational Intelligence Techniques Using Matlab is available in Hardback
Pattern Recognition and Computational Intelligence Techniques Using Matlab was written by E S Gopi and published by Springer an imprint of Springer International Publishing
Pattern Recognition and Computational Intelligence Techniques Using Matlab has 256 pages
Yes it is part of Transactions on Computational Science and Computational Intelligence series