Font Size: a A A

Research On The Algorithm Of Flower Pollination And The Improvement Of The Algorithm

Posted on:2017-10-21Degree:MasterType:Thesis
Country:ChinaCandidate:X DouFull Text:PDF
GTID:2428330548480819Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
Based on the basic principle of FPA algorithm,characteristic analysis and parameter control,the paper expounds the FPA algorithm,which is based on the traditional FPA algorithm,which is easy to fall into local optimum:Propose aflower pollination algorithm based on complex method,the method for optimizing the initial population and the use of "good" "bad points" reflected gradually converges to the advantage;propose a genetic algorithm which was used to optimize the quality of the initial population,high quality offspring,and to improve the algorithm convergence speed and the precision of the algorithm;propose a chaotic pollination algorithm,the improved algorithm based on Logistic chaotic sequence mapping and the carrier space traversal transform generates optimization variables in feasible region,improve initial population with probability of optimal solution,so as to increase the success rate of optimization.The effectiveness of the proposed algorithm is demonstrated by simulation experiments.
Keywords/Search Tags:Flower pollination algorithm, Complex method, Genetic algorithm, Chaos
PDF Full Text Request
Related items