运筹与管理2018，Vol.27Issue(5)：130-139,10.DOI:10.12005/orms.2018.0119
基于加速遗传算法投影寻踪模型的企业可持续发展能力评价研究
Evaluation of Sustainable Development Ability of Enterprises Based on Accelerating Genetic Algorithm Pojection Pursuit Model
摘要
Abstract
Sustainable development ability is the the key factor for an enterprise to have its core competence .How to evaluate the sustainable development ability scientifically is very meaningful for an enterprise in its future development .The existing model is unable to evaluate the dynamic nonlinear optimization problem .In this paper , the projection pursuit model is constructed , and the genetic algorithm based on real coding is used to solve the model.Using the above model , this paper chooses 496 GEM companies as samples to conduct empirical research .The results show that:first of all , only 1 .61%of the enterprises ' sustainable development ability is in a good condition.Secondly, 36.29% of the enterprises' sustainable development ability is in a middle level . The last but not the least , 62 .10%of the enterprises'sustainable development ability is in a poor level .Based on the empirical research , this paper puts forward suggestions for enterprises to promote the sustainable development ability, including establishing the reasonable capital structure , increasing debt paying ability , improving the management ability , broading the financing channels , and improving the market environment .关键词
可持续发展/投影寻踪模型/加速遗传算法/创业板企业Key words
sustainable development/projection pursuit/accelerating genetic algorithm/GEM companies分类
管理科学引用本文复制引用
苏屹,于跃奇..基于加速遗传算法投影寻踪模型的企业可持续发展能力评价研究[J].运筹与管理,2018,27(5):130-139,10.基金项目
国家自然科学基金项目(71403066,71774036) （71403066,71774036）
国家社会科学基金项目(14AGL004,16BJY078) （14AGL004,16BJY078）
黑龙江省社会科学基金项目(17GLH21) （17GLH21）
中央高校基本科研费专项基金(HEUCFW170907,HEUCF170903) （HEUCFW170907,HEUCF170903）
