1990 AIME 第 6 题

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6.

一位生物学家想估算湖中的鱼数。她在五月 11 日随机捕获 6060 条鱼,给它们做上标记后放回湖中。在九月 11 日,她随机捕获 7070 条鱼,发现其中 33 条有标记。为估算五月 11 日湖中的鱼数,她假设到九月 11 日时这些鱼中有 25%25\% 已不在湖中(因为死亡或迁出),湖中有 40%40\% 的鱼在五月 11 日时尚不在湖中(因为出生或迁入),并且九月 11 日样本中有标记与无标记的鱼数能够代表总体。根据她的计算,五月 11 日湖中有多少条鱼?

A biologist wants to calculate the number of fish in a lake. On May 11 she catches a random sample of 6060 fish, tags them, and releases them. On September 11 she catches a random sample of 7070 fish and finds that 33 of them are tagged. To calculate the number of fish in the lake on May 1,1, she assumes that 25%25\% of these fish are no longer in the lake on September 11 (because of death and emigrations), that 40%40\% of the fish were not in the lake May 11 (because of births and immigrations), and that the number of untagged fish and tagged fish in the September 11 sample are representative of the total population. What does the biologist calculate for the number of fish in the lake on May 1?1?

答案:840
知识点:百分数比与比例无放回抽样
难度评级:1830
小提示:

先求原先有标记的鱼中有多少条在九月仍留在湖中

First determine how many of the original tagged fish remain in September

大提示:

用样本中有标记的比例估算九月的鱼数,再确定其中五月时已经存在的 60%60\%

Use the sample’s tagged fraction to estimate the September population, then identify the 60%60\% that were present in May

解答:

6060 条有标记的鱼中,75%75\% 到九月时仍在湖中,所以还剩 4545 条有标记的鱼。由样本估计,有标记的鱼占九月鱼群的 370\frac{3}{70},因此九月鱼群总数为 45(703)=105045\left(\frac{70}{3}\right)=1050\text{。}其中有 60%60\% 在五月时已经存在,所以五月鱼群中仍存活的有 630630 条。这些鱼占五月鱼群的 75%75\%。因此估算出的五月鱼群总数为 6300.75=840\frac{630}{0.75}=840

Of the 6060 tagged fish, 75%75\% remain in September, so 4545 tagged fish remain. The sample estimates that tagged fish form 370\frac{3}{70} of the September population, making that population 45(703)=1050.45\left(\frac{70}{3}\right)=1050. Of those fish, 60%60\% were present in May, so 630630 surviving May fish remain. These are 75%75\% of the May population. Thus the estimated May population is 6300.75=840.\frac{630}{0.75}=840.

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