Welcome to the InfoSci Platform
Reference Hub2
The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas

The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas

Jun Peng, Yudeng Qiao, Dedong Tang, Lan Ge, Qinfeng Xia, Tingting Chen
Copyright: © 2018 |Volume: 12 |Issue: 1 |Pages: 15
ISSN: 1557-3958|EISSN: 1557-3966|EISBN13: 9781522543022|DOI: 10.4018/IJCINI.2018010105
Cite Article Cite Article

MLA

Peng, Jun, et al. "The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas." IJCINI vol.12, no.1 2018: pp.60-74. http://doi.org/10.4018/IJCINI.2018010105

APA

Peng, J., Qiao, Y., Tang, D., Ge, L., Xia, Q., & Chen, T. (2018). The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas. International Journal of Cognitive Informatics and Natural Intelligence (IJCINI), 12(1), 60-74. http://doi.org/10.4018/IJCINI.2018010105

Chicago

Peng, Jun, et al. "The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas," International Journal of Cognitive Informatics and Natural Intelligence (IJCINI) 12, no.1: 60-74. http://doi.org/10.4018/IJCINI.2018010105

Export Reference

Mendeley
Favorite Full-Issue Download

Abstract

With the development of cognitive information technology and continuous application, human society has also accelerated the development. Cognitive information is widely used in the field of oil and gas, where production forecasts are of great importance to firms and companies. In this article, the support vector machine and the least squares support vector machine (LS-SVM) and particle swarm optimization algorithm research, combined to accurately predict and make error estimates. In this article, the model is applied to verify the actual output data of certain enterprises in previous years. The results show that the model has good convergence, high prediction accuracy and training speed, and can predict its output more accurately. The method used in this article is of the development of cognitive information technology, the authors have reason to believe that with the continuous development of cognitive information technology, our society will have a breakthrough.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.