Detailed ideas and codes for the 12th APMCM Asia Pacific Cup E question

Question E: How many nuclear bombs can destroy the earth?

Background: On August 6, 1945, World War II was drawing to a close. In order to end the war as soon as possible, the United States dropped an atomic bomb called "Little Boy" on Hiroshima, Japan. Such an atomic bomb killed 200,000 people in Hiroshima, and all the buildings in Hiroshima collapsed. This was the first time in human history that the atomic bomb was put into practice, and it also made many people realize the terrible power of the atomic bomb for the first time. Nuclear weapons refer to large and lethal weapons related to nuclear reactions, including hydrogen bombs, atomic bombs, neutron bombs, etc. Nuclear weapons are among the most powerful weapons ever developed by man, and they often conjure up images of destruction. The instantaneous explosion temperature of an atomic bomb can reach tens of millions of degrees. The explosive equivalent of an atomic bomb is about tens of thousands to hundreds of thousands of tons. The explosion of an atomic bomb and its radiation area can destroy a city.

The APMCM Organizing Committee asks your team to work on current reports and future nuclear weapons projections. They provide the dataset 2022_APMCM_E_Data.csv to help you with your research. Please collect the corresponding data, build a mathematical model, and answer the following questions.

1. Basic data analysis
a) Which countries have ever possessed nuclear weapons?
b) Which country has decreased or increased its nuclear weapons stockpile the most over the past 20 years?
c) During which five years were the most nuclear weapons tested?
d) Which country has been most active in nuclear weapons research over the past 10 years?
e) Which country made the fastest transition from "not considering the use of nuclear weapons" to "possessing nuclear weapons"?

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2. Predict the number of nuclear weapons
a) Based on the attached data or the data you collect, build a mathematical model to predict the number of nuclear weapons and countries with nuclear weapons in the next 100 years;
b) predict the number of nuclear weapons in the next 100 years, the total number of nuclear weapons in 2123 and countries Trends in the number of nuclear weapons.


3. Protect our planet
a) Establish a mathematical model of the detonation position of nuclear weapons and calculate how many nuclear bombs are needed to destroy the earth?
b) According to the mathematical model, what is the maximum destructive power of the current nuclear bomb? Is this enough to destroy the planet?
c) In order to protect the earth and the environment we live in, to what extent should the total number of nuclear bombs in the world be limited, and to what extent should the countries that already possess nuclear weapons theoretically be limited?


4. Prepare a non-technical essay (maximum 1 page). Please write a non-technical
essay (maximum 1 page) to send to the UN. N.), explain your team's findings and make some recommendations for all countries.

This topic is also something I am good at, and I will give priority to providing ideas. This time, I will provide a complete reference idea for solving the problem. Friends who need it can pay attention to it and continue to update it in the future.

The video and code of the complete problem-solving process have been released:

2022 Asia-Pacific Competition Question E Prediction Ideas Explanation and Code_哔哩哔哩_bilibili

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Origin blog.csdn.net/weixin_44099072/article/details/128561836
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