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: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/971592 |
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| _version_ | 1832545705806266368 |
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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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