针对现有的基于蚁群优化思想求解分布式约束优化问题的算法收敛较慢、容易陷入局部最优等问题,提出了一种基于多种群的随机扰动蚁群算法(random disturbance based multi-population ant colony algorithm to solve distributed constra...针对现有的基于蚁群优化思想求解分布式约束优化问题的算法收敛较慢、容易陷入局部最优等问题,提出了一种基于多种群的随机扰动蚁群算法(random disturbance based multi-population ant colony algorithm to solve distributed constraint optimization problems,RDMAD)来求解分布式约束优化问题。首先,RDMAD提出了一种分工合作机制,将种群按比例划分为采用贪婪搜索的子种群和采用启发式搜索的子种群,同时构建分级更新策略,提高算法收敛速度和求解质量;然后对采用贪婪搜索的子种群设计自适应变异算子和奖惩机制,防止算法陷入局部最优;最后在算法陷入停滞时触发随机扰动策略,增加种群多样性。将RDMAD与七种最先进的非完备算法在三类基准问题上的寻优结果进行了实验对比,结果表明RDMAD在求解质量和收敛速度上优势明显,且稳定性较高。展开更多
Objective The Suoluogou gold depositin Muli County of Sichuan Province is located in the southern section of the GanziLitang suture zone(Fig.la),which is the largest gold deposit discovered in this suture zone in rece...Objective The Suoluogou gold depositin Muli County of Sichuan Province is located in the southern section of the GanziLitang suture zone(Fig.la),which is the largest gold deposit discovered in this suture zone in recent years.At present,the exploration of the Suoluogou gold deposit is still in progress,and the amount of resource is increasing.展开更多
Objective The Huashan group（composed of the lower Hongshansi Formation and the upper Liufangzui Formation）is an important Neoproterozoic stratigraphic unit along the northern margin of the Yangtze Block.Previous doc...Objective The Huashan group（composed of the lower Hongshansi Formation and the upper Liufangzui Formation）is an important Neoproterozoic stratigraphic unit along the northern margin of the Yangtze Block.Previous documents have focused on the geochronological and geochemical aspects of the Neoproterozoic sedimentary basin in the Dahongshan region.However.展开更多
文摘针对现有的基于蚁群优化思想求解分布式约束优化问题的算法收敛较慢、容易陷入局部最优等问题,提出了一种基于多种群的随机扰动蚁群算法(random disturbance based multi-population ant colony algorithm to solve distributed constraint optimization problems,RDMAD)来求解分布式约束优化问题。首先,RDMAD提出了一种分工合作机制,将种群按比例划分为采用贪婪搜索的子种群和采用启发式搜索的子种群,同时构建分级更新策略,提高算法收敛速度和求解质量;然后对采用贪婪搜索的子种群设计自适应变异算子和奖惩机制,防止算法陷入局部最优;最后在算法陷入停滞时触发随机扰动策略,增加种群多样性。将RDMAD与七种最先进的非完备算法在三类基准问题上的寻优结果进行了实验对比,结果表明RDMAD在求解质量和收敛速度上优势明显,且稳定性较高。
基金financially supported by the Program of the China Geological Survey (grant No.121201010000150013 and 12120114012501)
文摘Objective The Suoluogou gold depositin Muli County of Sichuan Province is located in the southern section of the GanziLitang suture zone(Fig.la),which is the largest gold deposit discovered in this suture zone in recent years.At present,the exploration of the Suoluogou gold deposit is still in progress,and the amount of resource is increasing.
基金financially supported by the National Natural Science Foundation of China(grant No. 41402103,41502114 and 41372124)
文摘Objective The Huashan group（composed of the lower Hongshansi Formation and the upper Liufangzui Formation）is an important Neoproterozoic stratigraphic unit along the northern margin of the Yangtze Block.Previous documents have focused on the geochronological and geochemical aspects of the Neoproterozoic sedimentary basin in the Dahongshan region.However.
