算法设计期末作业01-8.3

本文探讨了STINGYSAT问题:给定一组子句及整数k,寻找最多k个变量为真的满足指派,如果存在的话。通过证明其为NP完全问题,展示了从SAT问题到STINGYSAT问题的有效多项式时间归约。

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题目

STINGY SAT is the following problem: given a set of clauses(each a disjunction of literals) ans an integer k, find a satisfying assignment in which at most k variables are true, if such an assignment exists. Prove that STINGY SAT is NP-complete.

解答过程

首先,显然,STINGY SAT 的解在多项式时间内是可以验证的。接下来只需要证明NP-complete SAT是归约到STINGY SAT的即可,即x是f的解当且仅当x是(f,k)的解。
对于充分性方向,
因为x是f的解,所以最多有k个变量为true,则x对于(f,k)也为真,所以充分性得证。
对于必要性方向,
因为x是(f,k)的解,x也是f的解。故必要性得证。
综上所述,STINGY SAT是NP-complete问题

(yolov9) C:\Users\xu>pip install ultralytics opencv-python albumentations tqdm pandas Collecting ultralytics Downloading ultralytics-8.3.169-py3-none-any.whl.metadata (37 kB) Collecting opencv-python Downloading opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl.metadata (19 kB) Collecting albumentations Downloading albumentations-1.4.18-py3-none-any.whl.metadata (32 kB) Collecting tqdm Using cached tqdm-4.67.1-py3-none-any.whl.metadata (57 kB) Collecting pandas Using cached pandas-2.0.3-cp38-cp38-win_amd64.whl.metadata (18 kB) Requirement already satisfied: numpy>=1.23.0 in d:\rujian\pc\envs\yolov9\lib\site-packages (from ultralytics) (1.24.1) INFO: pip is looking at multiple versions of ultralytics to determine which version is compatible with other requirements. This could take a while. Collecting ultralytics Downloading ultralytics-8.3.168-py3-none-any.whl.metadata (37 kB) Using cached ultralytics-8.3.167-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.166-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.165-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.164-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.163-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.162-py3-none-any.whl.metadata (37 kB) INFO: pip is still looking at multiple versions of ultralytics to determine which version is compatible with other requirements. This could take a while. Downloading ultralytics-8.3.161-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.160-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.159-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.158-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.157-py3-none-any.whl.metadata (37 kB) INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C. Downloading ultralytics-8.3.156-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.155-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.154-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.153-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.152-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.151-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.150-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.149-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.148-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.147-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.146-py3-none-any.whl.metadata (37 kB) Downloading ultralytics-8.3.145-py3-none-any.whl.metadata (37 kB) ERROR: Operation cancelled by user (yolov9) C:\Users\xu> (yolov9) C:\Users\xu> (yolov9) C:\Users\xu> (yolov9) C:\Users\xu> 什么意思
最新发布
07-23
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