The intelligence mind evolutionary algorithm based on difference

In order to add population diversity, The intelligence mind evolutionary algorithm (IMEA) based on difference is presented. It uses difference information of subpopulations to share social information and comparing fitness to consideration. The improved algorithm makes mind evolutionary algorithm(ME...

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Bibliographic Details
Main Authors: Hongge Guo, Keming Xie
Format: Conference Proceeding
Language:English
Subjects:
Convergence
Difference
Educational institutions
Evolution (biology)
Evolutionary computation
History
Humans
Mind evolutionary algorithm
Optimization
Sharing social information
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Summary:In order to add population diversity, The intelligence mind evolutionary algorithm (IMEA) based on difference is presented. It uses difference information of subpopulations to share social information and comparing fitness to consideration. The improved algorithm makes mind evolutionary algorithm(MEA) perfect in theory and achieves the best balance between the searching velocity and global convergence in practice. Optimum experiments by the testing functions show the effectiveness and feasibility of the IMEA.
ISSN:1948-9439
1948-9447
DOI:10.1109/CCDC.2012.6244208