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| 基于自适应信息遗传算法的路面模量反算研究 | |
| 引用本文： | 李跃军,李亮,吴亚中. 基于自适应信息遗传算法的路面模量反算研究[J]. 公路交通科技, 2011, 28(7): 47-55 |
| 作者姓名： | 李跃军 李亮 吴亚中 |
| 作者单位： | 1. 中南大学土木建筑工程学院，湖南长沙410007;湖南省交通科学研究院，湖南长沙410015 2. 中南大学土木建筑工程学院,湖南长沙,410007 3. 湖南省交通厅,湖南长沙,410011 |
| 基金项目： | 湖南省科技厅重点项目(05FJ4031) |
| 摘 要： | 针对在模量反算中,目标函数在最优值附近表现为大片狭长平坦区域的特点,提出了一类反算新算法——自适应信息遗传算法,新算法的优点是根据信息量大小来进行自适应细分模量解空间,从而节约大量的计算时间.改进了实数交叉算子,使用了新的探险策略,从而加强了新算法后期的局部搜索能力.随后的工程实例表明,这种新机制、新策略的引入,能够在... |
| 关 键 词： | 道路工程 路面模量反算 自适应信息遗传算法 落锤式弯沉仪(FWD) 实数交叉算子 |
Adaptive Informational Genetic Algorithm Based Back-calculation of Pavement Modulus |
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| LI Yuejun,LI Liang,WU Yazhong. Adaptive Informational Genetic Algorithm Based Back-calculation of Pavement Modulus[J]. Journal of Highway and Transportation Research and Development, 2011, 28(7): 47-55 | |
| Authors: | LI Yuejun LI Liang WU Yazhong |
| Affiliation: | LI Yuejun1,2,LI Liang 1,WU Yazhong 3(1.School of Civil Engineering and Architecture,Central South University,Changsha Hunan 410007,China,2.Hunan Communications Science Research Institute,Changsha Hunan 410015,3.Hunan Communications Department,Changsha Hunan 410011,China) |
| Abstract: | Due to the existence of a long flat region around the optimum value in objective function for back-calculation of pavement modulus,a new back calculating algorithm,i.e.,adaptive informational genetic algorithm,was proposed.One advantage of the new algorithm is that it can adaptively subdivide the searching moduli space according to the level of information to save a great amount of computing time.A new detective strategy and a modified real-coded crossover operator were used to improve the local search abil... |
| Keywords: | road engineering back-calculation of pavement modulus adaptive informational genetic algorithm falling-weight deflectometer(FWD) real-coded crossover operator |
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