An Innovative Thinking-Based Intelligent Information Fusion Algorithm

This study proposes an intelligent algorithm that can realize information fusion in reference to the relative research achievements in brain cognitive theory and innovative computation. This algorithm treats knowledge as core and information fusion as a knowledge-based innovative thinking process. F...

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Main Authors: Huimin Lu, Liang Hu, Gang Liu, Jin Zhou
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2013/971592
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author Huimin Lu
Liang Hu
Gang Liu
Jin Zhou
author_facet Huimin Lu
Liang Hu
Gang Liu
Jin Zhou
author_sort Huimin Lu
collection DOAJ
description This study proposes an intelligent algorithm that can realize information fusion in reference to the relative research achievements in brain cognitive theory and innovative computation. This algorithm treats knowledge as core and information fusion as a knowledge-based innovative thinking process. Furthermore, the five key parts of this algorithm including information sense and perception, memory storage, divergent thinking, convergent thinking, and evaluation system are simulated and modeled. This algorithm fully develops innovative thinking skills of knowledge in information fusion and is a try to converse the abstract conception of brain cognitive science to specific and operable research routes and strategies. Furthermore, the influences of each parameter of this algorithm on algorithm performance are analyzed and compared with those of classical intelligent algorithms trough test. Test results suggest that the algorithm proposed in this study can obtain the optimum problem solution by less target evaluation times, improve optimization effectiveness, and achieve the effective fusion of information.
format Article
id doaj-art-41b425516af7452a82c73ace3e824557
institution Kabale University
issn 1537-744X
language English
publishDate 2013-01-01
publisher Wiley
record_format Article
series The Scientific World Journal
spelling doaj-art-41b425516af7452a82c73ace3e8245572025-02-03T07:25:00ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/971592971592An Innovative Thinking-Based Intelligent Information Fusion AlgorithmHuimin Lu0Liang Hu1Gang Liu2Jin Zhou3School of Computer Science and Technology, Jilin University, Changchun 130012, ChinaSchool of Computer Science and Technology, Jilin University, Changchun 130012, ChinaSchool of Software, Changchun University of Technology, Changchun 130012, ChinaSchool of Computer Science and Technology, Jilin University, Changchun 130012, ChinaThis study proposes an intelligent algorithm that can realize information fusion in reference to the relative research achievements in brain cognitive theory and innovative computation. This algorithm treats knowledge as core and information fusion as a knowledge-based innovative thinking process. Furthermore, the five key parts of this algorithm including information sense and perception, memory storage, divergent thinking, convergent thinking, and evaluation system are simulated and modeled. This algorithm fully develops innovative thinking skills of knowledge in information fusion and is a try to converse the abstract conception of brain cognitive science to specific and operable research routes and strategies. Furthermore, the influences of each parameter of this algorithm on algorithm performance are analyzed and compared with those of classical intelligent algorithms trough test. Test results suggest that the algorithm proposed in this study can obtain the optimum problem solution by less target evaluation times, improve optimization effectiveness, and achieve the effective fusion of information.http://dx.doi.org/10.1155/2013/971592
spellingShingle Huimin Lu
Liang Hu
Gang Liu
Jin Zhou
An Innovative Thinking-Based Intelligent Information Fusion Algorithm
The Scientific World Journal
title An Innovative Thinking-Based Intelligent Information Fusion Algorithm
title_full An Innovative Thinking-Based Intelligent Information Fusion Algorithm
title_fullStr An Innovative Thinking-Based Intelligent Information Fusion Algorithm
title_full_unstemmed An Innovative Thinking-Based Intelligent Information Fusion Algorithm
title_short An Innovative Thinking-Based Intelligent Information Fusion Algorithm
title_sort innovative thinking based intelligent information fusion algorithm
url http://dx.doi.org/10.1155/2013/971592
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