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单词 Unbounded Knapsack Problem
释义

Unbounded Knapsack Problem

中文百科

背包问题 Knapsack problem

(重定向自Unbounded Knapsack Problem)
背包问题的一个例子:应该选择哪些盒子,才能使价格尽可能地大,而保持重量小于或等于15 kg?

背包问题(Knapsack problem)是一种组合优化的NP完全问题。问题可以描述为:给定一组物品,每种物品都有自己的重量和价格,在限定的总重量内,我们如何选择,才能使得物品的总价格最高。问题的名称来源于如何选择最合适的物品放置于给定背包中。

相似问题经常出现在商业、组合数学,计算复杂性理论、密码学和应用数学等领域中。

也可以将背包问题描述为决定性问题,即在总重量不超过W的前提下,总价值是否能达到V

英语百科

Knapsack problem 背包问题

(重定向自Unbounded Knapsack Problem)
Example of a one-dimensional (constraint) knapsack problem: which boxes should be chosen to maximize the amount of money while still keeping the overall weight under or equal to 15 kg? A multiple constrained problem could consider both the weight and volume of the boxes. 
(Solution: if any number of each box is available, then three yellow boxes and three grey boxes; if only the shown boxes are available, then all but the green box.)

The knapsack problem or rucksack problem is a problem in combinatorial optimization: Given a set of items, each with a weight and a value, determine the number of each item to include in a collection so that the total weight is less than or equal to a given limit and the total value is as large as possible. It derives its name from the problem faced by someone who is constrained by a fixed-size knapsack and must fill it with the most valuable items.

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更新时间:2025/6/19 0:32:53