scholarly journals The Hybrid Intelligent Optimization Algorithm and Multi-objective Optimization Based on Big Data

2021 ◽  
Vol 1757 (1) ◽  
pp. 012132
Author(s):  
Xin Nie ◽  
Jian Luo
Keyword(s):  
Big Data ◽  
Optimization Algorithm ◽  
Multi Objective Optimization ◽  
Intelligent Optimization ◽  
Multi Objective ◽  
Intelligent Optimization Algorithm

A New Intelligent Optimization Network Online Learning Behavior in Multimedia Big Data Environment

2017 ◽  
Vol 8 (3) ◽  
pp. 21-31
Author(s):  
Shao Heng
Keyword(s):  
Big Data ◽  
Online Learning ◽  
Differential Evolution ◽  
Optimization Algorithm ◽  
Clonal Selection ◽  
Learning Behavior ◽  
Multimedia Big Data ◽  
Intelligent Optimization ◽  
Intelligent Optimization Algorithm ◽  
Data Environment

In the era of multimedia big data, the online learning behavior of users becomes rich and colorful. This paper proposes a hybrid clonal selection differential evolution optimization algorithm based on clonal selection algorithm and differential evolution in multimedia big data environment. The proposed intelligent optimization algorithm treats each e-learning behavior of the user as an antibody, and gets the best results of multimedia big data mining by a number of iterative searches. Experimental results show the feasibility and effectiveness of the proposed intelligent optimization algorithm.

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