Intelligent information processing with Matlab / Xiu Zhang, Xin Zhang, Wei Wang.
2023
QA76.87 .Z43 2023
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Title
Intelligent information processing with Matlab / Xiu Zhang, Xin Zhang, Wei Wang.
Author
ISBN
9789819964499 (electronic bk.)
9819964490 (electronic bk.)
9789819964482
9819964482
9819964490 (electronic bk.)
9789819964482
9819964482
Published
Singapore : Springer, 2023.
Language
English
Description
1 online resource (x, 253 pages) : illustrations (some color)
Item Number
10.1007/978-981-99-6449-9 doi
Call Number
QA76.87 .Z43 2023
Dewey Decimal Classification
006.3/2
Summary
This book is a comprehensive collection of technologies and methods on intelligent information processing, which includes artificial neural network, fuzzy logic, and evolutionary computing. It also introduces the latest research directions and progress in intelligent information processing, such as transfer learning through convolutional neural network, time series prediction, clustering based on fuzzy neural network, test and evaluation of the traveling salesman problem, test and evaluation of continuous optimization problem, and more. This book promotes the development and application of intelligent information processing technology in the field of computational intelligence, effectively improving the intersection and integration of intelligent information processing methods. Researchers in computational intelligence and artificial intelligence technology, as well as teachers, students, and others interested in the subject, will benefit from this book.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed October 20, 2023).
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Print version: 9789819964482
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Table of Contents
Artificial Neural Network
Convolutional Neural Network
Fuzzy Logic
Fuzzy Neural Network
Evolutionary Computing
Test and Evaluation of Evolutionary Computing Methods.
Convolutional Neural Network
Fuzzy Logic
Fuzzy Neural Network
Evolutionary Computing
Test and Evaluation of Evolutionary Computing Methods.