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Teaching Strategy Based On Genetic Algorithms

Posted on:2014-10-04Degree:MasterType:Thesis
Country:ChinaCandidate:Z M LiuFull Text:PDF
GTID:2268330425959113Subject:Education Technology
Abstract/Summary:PDF Full Text Request
Application of computer technology in the field of education has made great progress, and more and more educational problems are solved by using computers. Teaching strategy optimization is also a vital link in the field of education, how to use computer technology to optimize teaching strategies in order to overcome the drawbacks of the subjectivity and arbitrariness of traditional optimization mode is a new research area for application of computer in the field of education.Currently, the optimization of teaching strategies is mostly based on self-awareness of teachers and policy promotion, which can not meet the needs of teaching and can not be adjusted objectivity based on the actual situation of the teaching. At the same time, the pros and cons of teaching strategies cannot be optimized by quantifiable indicators. In this case, a natural optimization method simulated by computer is applied to teaching strategy optimization, which can improve the above-mentioned deficiencies more effectively. Based on this, genetic algorithms are used to optimize the teaching strategies for the realization of the ideal optimization effect of teaching strategy.Moreover, the optimization of the teaching strategies can not be separated from the teaching performance evaluation. In order to overcome the unquantifiable of teaching performance, the method of teaching performance evaluation is adjusted, so that it can be adapted to the requirements of the genetic algorithm.Based on the above two points, an evaluation mechanism for the teaching strategies is designed, and genetic algorithm is used to optimize teaching strategies in order to constantly optimize the teaching strategies with change of the teaching contents and teaching objects. Besides, the teaching strategies optimization system based on genetic algorithm is designed and implemented, and the practical application results indicate that this method is an ideal optimization of teaching strategies.
Keywords/Search Tags:Teaching Strategies, Genetic Algorithm, Teaching Evaluation, TeachingPerformance Evaluation
PDF Full Text Request
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