From university academician to chief academician
Chapter 41 Determining the Research Direction of Supercomputing Mathematical Algorithms
In the morning, I visited the supercomputing center.
Afternoon, close to the academician’s office!
"How about our supercomputing center?" Academician Guan asked.
"Very good." Ye Fei nodded and said, "It is indeed one of the eight major supercomputing centers. Whether it is hardware or talents, it is impeccable."
"This is nothing to us." Academician Guan shook his head and smiled: "The best supercomputing center in Xia is in Liangxi. If you go and see it, you will be even more amazed."
"Yeah!" Ye Fei nodded.
Liang Xi’s Shenwei TaihuLight is the fastest supercomputer in Xia State and the sixth fastest supercomputer in the world.
Naturally, Liangxi Supercomputing Center is the most luxurious supercomputing center in Xia Kingdom.
"In the afternoon, everyone at the 111 Base will be summoned for a meeting. This will be your official meeting with everyone." Professor Guan said.
"We won't meet for a while." Ye Fei shook his head and said, "I first want to look at the information on supercomputing algorithms and determine the future research direction of supercomputing mathematical algorithms."
"We need to study this together!" Academician Guan said.
"No need, I can do it alone."
The function of the system is to gain knowledge by doing questions and reading materials, and find the knowledge you need from numerous materials.
Therefore, he can look at supercomputing data and find research directions from it alone.
"But there is a lot of information, and you need to read it for a long time." Professor Guan hesitated: "Can you do it alone?"
"I can!" Ye Feidao.
"Okay, I'll let Xiao Yang take you to the data room."
"OK."
Afterwards, Ye Fei followed Assistant Yang to the reference room.
It is better to say that it is a data room than a small library, which contains information on GPU, CPU and processor in different categories.
Of course, this is a big category, and there are many smaller categories within the big category.
At first glance, there are tens of thousands of volumes of information.
Assistant Yang said: "Ye Fei, all the information is here."
"Excuse me, Assistant Yang."
"It should."
Assistant Yang left after speaking.
Ye Fei took a deep breath. He didn't need to read all the information, only the algorithm part.
But even so, there are hundreds of volumes of information.
"Fortunately, there is a system, otherwise it would take a long time to finish reading."
He doesn't need to look at the information carefully. He just needs to glance at it and the system will automatically identify the required content.
And he needs to take a closer look at the required content.
After speaking, he began to search for the required information from the numerous information.
He first found the algorithm information, and he could read hundreds of volumes of information at a glance.
Pause occasionally and read the system prompts carefully.
I could read less than a minute on each page, less than an hour and a half on each volume of information, and I read ten volumes in one day.
But his behavior seemed strange to many people.
You can read a novel at a glance and ten lines at a time, but read information at a glance and ten lines at a time?
Are you sure you are reading the information and not scanning the information?
People who came into the data room to look for information were confused when they saw Ye Fei's strange behavior.
Close the academician's office!
"Dean!" Assistant Yang came in and said, "Ye Fei is scanning the information in the information room."
In the Supercomputing Center, Academician Guan’s position is dean, and Academician Li’s position is deputy dean.
"What about scanning data?" Academician Guan asked doubtfully.
Assistant Yang said: "He reads the information very quickly. He can read ten lines at a glance, turn a page after a few glances, and occasionally pause to read carefully."
"Leave him alone." Academician Guan said, "He may have some special reading skills. Besides, based on his achievements, I believe he is not such a boring person."
"good!"
March 11th!
Ye Fei finished reading the information and spent two days sorting and summarizing the information and determining the next research direction of supercomputing mathematical algorithms.
March 14th!
Ye Fei went to Academician Guan and said, "Dean, we can hold a meeting. By the way, I would like to tell you about the future research direction of supercomputing mathematical algorithms."
"good!"
Afternoon, 1:30, supercomputing center auditorium!
Thousands of people gathered together, more than 500 people from the 111 base, and the remaining 500 people came from other bases to watch the fun.
Many people in the Supercomputing Center are curious about Ye Fei. They heard that today Ye Fei will talk about the future research direction of supercomputing mathematical algorithms. They all want to know what Ye Fei will say at today's conference.
Many professors from the Supercomputing Center and two academicians came.
The conference had not yet begun, and people sitting in the auditorium were talking a lot.
There was no host present. At two o'clock, Ye Fei walked to the podium on the stage with a laptop and connected the laptop to the projector.
"Hello everyone, I am Ye Fei!"
"Bah bang bang..." There was warm applause from below.
Since Ye Fei created the mathematical algorithm last year, they have heard a lot about Ye Fei.
Later, Ye Fei came to the supercomputing center and solved the problem that Group 40 had not solved for three months.
In supercomputing centers, they respect capable people.
If you are capable, you will be respected by everyone. If you are not capable, no one will want to listen to you.
Naturally, Ye Fei is capable in the eyes of most people.
As for how much ability they have, there is no limit in their minds.
But at least now it seems that Ye Fei is capable.
Therefore, they welcomed Ye Fei to the National Supercomputing Center.
Ye Feidao: "As a student who has been studying at Zhonghu University for six years, the National Supercomputing Dune Center has always been well-known and longed for."
"I'm very excited to come to the supercomputing center today."
"I am also honored that the Supercomputing Center collaborates with me to create supercomputing mathematical algorithms."
"Now, let me talk about the research direction of supercomputing mathematical algorithms."
"Everyone, please look at the projector!"
"The next research is divided into three steps."
"1. Create highly compatible mathematical algorithms that are suitable for supercomputing."
"Second, make the five algorithms compatible with mathematical algorithms."
"Three or five algorithms are compatible with each other, and after they are compatible, they will be compatible with mathematical algorithms."
"These five algorithms are clustering algorithm, ant colony algorithm, massive algorithm, fish swarm algorithm and particle swarm algorithm."
Clustering algorithms are also called group analysis. As the saying goes, things flock together and people flock together. Clustering algorithms play an important role in data capture and analysis.
Ant colony algorithm is an algorithm for finding optimal paths.
The massive algorithm is an algorithm for finding positioning, which is used by many Internet companies.
For example, Baidu's IP positioning can locate tens of billions of IP addresses at the same time.
The fish swarm algorithm is created based on the characteristics of fish schools. Fish schools often like to go to places with abundant aquatic plants. The fish swarm algorithm can automatically find the optimal path.
In terms of characteristics, it is similar to the ant colony algorithm.
But it is actually different. The ant colony algorithm has a large range and cannot automatically find the optimal path, and it takes a long time to find the path.
The fish swarm algorithm has a small range, can automatically find the optimal path, and takes a short time to find the path.
Particle swarm optimization algorithm, also known as particle swarm optimization algorithm, particle algorithm and particle optimization algorithm.
It is an algorithm created to simulate bird foraging. It is a random search algorithm based on group cooperation.
Wide range, but random.
Each of the five algorithms has its own advantages and disadvantages. Ye Fei makes the five algorithms compatible, which can make the five algorithms complement each other and become the most perfect algorithm.
"Ugh..." Everyone exclaimed, this is a bit difficult!
It is not uncommon for algorithms to be compatible. The current algorithms of the Supercomputing Center are compatible with multiple algorithms.
But mathematical algorithms are different from all algorithms in the world. They use a lot of mathematical knowledge and very little computer knowledge.
This limits the compatibility of mathematical algorithms.
Five algorithms are compatible with mathematical algorithms and require a large number of packages for compatibility.
If you want to make the five algorithms compatible with mathematical algorithms, unless the underlying architecture of the mathematical algorithms is rebuilt and a large amount of computer code is added.
But in this case, is this still a mathematical algorithm?
The advantages of mathematical algorithms disappear.
Ye Feidao: "Everyone knows that mathematical algorithms are created by mathematics, and I think everyone has seen the integration and application of mathematical formulas."
For example, 1+1x2. If 1+1 is one algorithm and 1x2 is another algorithm, then the two algorithms are compatible.
"Theoretically, mathematical algorithms are also highly compatible and can be compatible with any algorithm."
"I am confident that the five algorithms can be made compatible with mathematical algorithms without losing the advantages of mathematical algorithms."
"For the next work, I will organize a group to create highly compatible mathematical algorithms. I will divide the remaining groups into five groups, each group responsible for an algorithm."
"We will first make all five algorithms compatible with mathematical algorithms at the beginning, and then slowly try to make the five algorithms compatible with two, three, and three, and finally make five or five compatible."
"Finally, make the 55-compatible algorithm compatible with the mathematical algorithm."
"I'm done talking!"
"Bah bang bang..." There was warm applause from below.
Although research sounds difficult, which research is not difficult?
Research that is not difficult is not research, it can only be regarded as playing tricks.
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