Isomorphism relation: The mathematical and philosophical basis of large data

In the past, people thought that man and animal were different from labor. But in fact, animals also have activities that act like labor in the physical world. Therefore, how to look at the data is to have the essential characteristics of intelligence only human beings can recognize the number of things and the structure of the relationship, and quantitatively, in a purposeful role in the object.

In the very distant ancient times, divination, predicting the future, is the strong desire of mankind, and the way to achieve is inseparable from the data. The instrument of the Book of changes and gossip is a kind of vehicle that discloses the information of all things in the world, which is not only in reality, but also with all the other things in the world. For example, interdependence, extremes, quantitative change, too, weak and strong, such as strong laws.

The large data method reveals that causality is conventional, and that the ultimate relationship should be found from the relevance and isomorphism of things. The data reflects the relation information of two sequences with isomorphic relation, and the motion trajectory of an object is expressed by the carrier code of another sequence. The person who knows is not the absolute image of the object itself, but the data which is abstracted from the object and the trajectory of the object.

From this point of view, isomorphism relationship is the mathematical Philosophy foundation of large data.

The human race about the origin of the world for thousands of years, whether material first or spiritual first? Materialism believes that the world origin is matter, for example, atoms, elementary particles, quarks, idealism believes that the world origin is the spirit, such as Berkeley subjective feelings, Hegel's "absolute spirit."

If we ignore the argument of the origin, we can get the two-yuan theory of the mind, from the form of Aristotle and the material reason, to the parallel two-yuan theory of Spinoza's heart. That is to say: The material series and the spiritual series are two parallel isomorphic relations (not coincident similar circle).

From the longitudinal direction, both the material sequence and the spiritual sequence follow the causal relationship, but it tends to be infinite along the causal relationship. Thus, human cognition encounters an unresolved paradox:

1, on the side of the horizontal relationship, the spirit can not break through their own limitations, not reach the material, can not prove their own knowledge of authenticity.

2. From the longitudinal aspect, the deduction of causality will tend to be infinite, unable to think.

If you start at any one o'clock in the sequence, then, whether forward or backward, the final pursuit of causation will push the relationship, which is the essence of large data analysis: From the beginning of the false qualitative, is the most basic unit, is the material or the spirit is a hypothesis, it proved to be an infinite process. What can be confirmed is a series of isomorphic relations between the two structures of matter and spirit, more accurately, the number or structure of the relationship, or the http://www.aliyun.com/zixun/aggregation/14139.html "> Data relationship." Modern scientific research has found that cosmic structural laws resemble the human brain and the Internet.

The creation of electronic computers and the Internet all the information is summed up to 6184.html "> Data expression form: Unified digital form, 0 and 1, as long as there are 0 and 1, coupled with a logical relationship, can constitute the whole world." And the world is so constituted, reading brain computer, Brain Wave command of computers and intelligent robots and other inventions, has proved that the brain's cognitive style and the world of things isomorphic. In other words, the information carrier is different in quality, but the trajectory information is consistent and synchronized.

Visible, beyond the gap between material and spirit, data, information is reliable. If I use my thought sequence to direct the movement of the material sequence to the desired purpose, it means that I am correctly aware of the movement of the material sequence. (Li Dewei)

(Responsible editor: The good of the Legacy)