Diagonal Recurrent Neural Network Based Prediction Model for Sales Forecasting
This article describes the novel application of Diagonal Recurrent Neural Network (DRNN) for solving the sales forecasting problem. The proposed model is having temporal features since it consists of feedback adjustable connections that provide it with th
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Hasmat Malik · Atif Iqbal · Puneet Joshi · Sanjay Agrawal · Farhad Ilahi Bakhsh Editors
Metaheuristic and Evolutionary Computation: Algorithms and Applications
Studies in Computational Intelligence Volume 916
Series Editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
The series “Studies in Computational Intelligence” (SCI) publishes new developments and advances in the various areas of computational intelligence—quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution, which enable both wide and rapid dissemination of research output. The books of this series are submitted to indexing to Web of Science, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink.
More information about this series at http://www.springer.com/series/7092
Hasmat Malik Atif Iqbal Puneet Joshi Sanjay Agrawal Farhad Ilahi Bakhsh •
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Editors
Metaheuristic and Evolutionary Computation: Algorithms and Applications
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Editors Hasmat Malik ICE Division NSUT New Delhi, Delhi, India
Atif Iqbal Department of Electrical Engineering Qatar University Doha, Qatar
Puneet Joshi Department of Electrical Engineering Rajkiya Engineering College Ambedkar Nagar, Uttar Pradesh, India
Sanjay Agrawal Department of Electrical Engineering Rajkiya Engineering College Ambedkar Nagar, Uttar Pradesh, India
Farhad Ilahi Bakhsh Department of Electrical Engineering National Institute of Technology Srinagar, Jammu and Kashmir, India
ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN 978-981-15-7570-9 ISBN 978-981-15-7571-6 (eBook) https://doi.org/10.1007/978-981-15-7571-6 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that suc