| 矿床储量的最大熵分布模型研究 |
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| 引用本文： | 万丽,王庆飞. 矿床储量的最大熵分布模型研究[J]. 武汉科技大学学报(自然科学版), 2007, 30(3): 228-230,236 |
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| 作者姓名： | 万丽 王庆飞 |
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| 作者单位： | 1. 广州大学,广东,广州,510006;中国地质大学,北京,100083
2. 中国地质大学,北京,100083 |
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| 基金项目： | 国家自然科学基金;国家重点实验室基金;中国博士后科学基金 |
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| 摘 要： | 根据最大熵原理,以熵作为矿床储量不确定性的量度,采用Lagrange乘子法给出矿床储量的概率密度函数解析式的统一表达式及实用的数值算法.当样本容量和单一矿体储量充分大时,得到储量的最佳密度函数是负指数函数;进一步对分布函数作适当修正,得到Weibull分布模型,并与Pareto定律进行比较,从分布的数学意义上分析这两种分布的内在联系,从而说明最大熵分布比Pareto律更能反映总体的分布规律.
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| 关 键 词： | 矿床储量 最大熵原理 Weibull分布 Pareto定律 |
| 文章编号： | 1672-3090（2007）03-0228-04 |
| 修稿时间： | 2006-10-23 |
Model of the reserve-size distribution of ore deposits based on maximum entropy principle |
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| Wan Li,Wang Qingfei. Model of the reserve-size distribution of ore deposits based on maximum entropy principle[J]. Journal of Wuhan University of Science and Technology(Natural Science Edition), 2007, 30(3): 228-230,236 |
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| Authors: | Wan Li Wang Qingfei |
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| Affiliation: | 1. Guangzhou University, Guangzhou 510006, China; 2. China University of Geoseienees, Beijing 100083, China |
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| Abstract: | Based on the maximum entropy principle and with entropy taken as the measurement of the uncertain ore reserves, a mathematical model of the deposits distribution is established. The optimal density function and general probability algorithm of the ore reserves are then derived by using the Lagrange multiplier method. When both the ore reserves and the sample capacity are sufficiently large, the density function is proved to decay exponentially as the deposits increase infinitely. The density function is further revised to a Weibull model. Comparing the Weibull distribution model with previously suggested ones such as Pareto distribution, it is concluded that the model based on the maximum entropy proposed in the paper presents a more faithful picture of the general distribution of the ore deposits. |
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| Keywords: | ore reserves maximum entropy principle Weibull distribution Pareto distribution |
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