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主题:[求助]概率问题

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linyunu1
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  发帖心情 Post By:2024/12/21 18:09:00 [显示全部帖子]

Public Sub Main()
	Dim random As New Random()
	Dim items() As String = {"物品1", "物品2", "物品3", "物品4", "物品5", "物品6", "物品7", "物品8", "物品9", "物品10"}
	Dim probabilities() As Double = {0.9, 0.7, 0.5, 0.3, 0.2, 0.15, 0.12, 0.1, 0.08, 0.05}
	' 确保概率之和为1
	Dim totalProbability As Double = probabilities.Sum()
	For i As Integer = 0 To probabilities.Length - 1
		probabilities(i) /= totalProbability
	Next
	' 随机选择物品1000次并输出
	For i As Integer = 1 To 1000
		Dim randValue As Double = random.NextDouble()
		Dim cumulativeProbability As Double = 0
		For j As Integer = 0 To probabilities.Length - 1
			cumulativeProbability += probabilities(j)
			If randValue <= cumulativeProbability Then
				Console.WriteLine("第" & i & "次选中的物品是: " & items(j))
				Exit For
			End If
		Next
	Next
End Sub

这段代码将执行以下步骤:

  1. 初始化一个Random对象用于生成随机数。
  2. 定义物品数组items和对应的概率数组probabilities
  3. 确保概率之和为1,通过将每个概率除以总概率来标准化。
  4. 循环1000次,每次生成一个0到1之间的随机数。
  5. 根据随机数和累积概率选择物品,并输出每次被选中的物品。

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