(1沈陽工業大學 a.運籌與控制研究所,b.信息科學與工程學院,遼寧沈陽 110870)
摘 要:分析了全終端網絡成本優化問題中的尋優效果和尋優速度問題,結合了泰國學者Kanyapat Watcharasitthiwat在解決網絡優化問題的建模思想,利用成本最小化模型實施優化。根據該優化模型的特點,給出了改進蟻群算法(I-ACA),并利用該優化算法解決了全終端網絡成本優化問題。仿真驗證結果表明,該優化算法不僅有效,且與文獻[5]中的優化方法相比具有尋優效果佳、尋優速度快的特點。尤其針對計算大型復雜全終端網絡優化問題具有較好的實用價值。
關鍵詞:全終端;網絡;可靠度;優化模型;改進蟻群算法
中圖分類號:TP393 文獻標識碼:A
An ant colony algorithm based on meshing strategy for reliability optimization of all-terminal
network
LIU Yan-qiu, DU Jiao-jiao
Research Institute of Operation and Control, Shenyang University of Technology
Shenyang 110870, China
Abstract: Analyzing optimization results and the optimization speed in the problem of all-terminal network reliability optimization design. Reference to the optimization modeling idea used by Kanyapat Watcharasitthiwat, a cost minimization model will be used in the optimization problem, According to the characteristics of the optimization model, proposing an improvement ant colony algorithm (I-ACA) solves the solutions. The simulation results show that the algorithm is more effective than the one in literature[5], for it can get a better solution and speed rapidly. The algorithm is suitable for the problem of complex all-terminal network optimization.
Key words: all-terminal;network; reliability;optimization model;improvement ant colony algorithm;
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基金項目:遼寧省科技計劃項目(2009216014);沈陽市科技計劃項目(1091177-1-00).
作者簡介:劉艷秋( 1963- ) ,吉林省四平人, 教授, 博士, 主要從事復雜系統建模、優化算法等方面的研究.
作者簡介:劉艷秋( 1963- ) ,吉林省四平人, 教授, 博士, 主要從事復雜系統建模、優化算法等方面的研究.