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Neural Network for Solving SOCQP and SOCCVI Based on Two Discrete-Type Classes of SOC Complementarity Functions
Work
Year: 2019
Type: article
Abstract: This paper focuses on solving the quadratic programming problems with second‐order cone constraints (SOCQP) and the second‐order cone constrained variational inequality (SOCCVI) by using the neural ne... more
Source: Mathematical Problems in Engineering
Authors Juhe Sun, Xiao-Ren Wu, B. Saheya, Jein-Shan Chen, Chun-Hsu Ko
Institutions Shenyang Aerospace University, National Taiwan Normal University, I-Shou University
Cites: 41
Cited by: 2
Related to: 10
FWCI: 0.33
Citation percentile (by year/subfield): 35.63
Topic: Optimization and Variational Analysis
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $2,400
Funders National Natural Science Foundation of China, Ministry of Science and Technology, Taiwan, Natural Science Foundation of Inner Mongolia
Grant IDS 11301348, , 2017MS0125