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Fuzzy data processing method and system and terminal equipment

A technology of fuzzy data and processing methods, applied in the field of data processing, can solve problems such as low accuracy of results, more manual intervention, and more lost information, and achieve the effect of simple calculation process, improved accuracy, and prevented information loss

Pending Publication Date: 2020-09-04
SHIJIAZHUANG TIEDAO UNIV
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Problems solved by technology

[0004] In view of this, the embodiments of the present invention provide a fuzzy data processing method, system, and terminal equipment to solve the problem of low accuracy of results in the prior art due to a large amount of missing information, excessive manual intervention, and the use of approximate calculations. question

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  • Fuzzy data processing method and system and terminal equipment
  • Fuzzy data processing method and system and terminal equipment
  • Fuzzy data processing method and system and terminal equipment

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Embodiment Construction

[0020] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present invention. It will be apparent, however, to one skilled in the art that the invention may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present invention with unnecessary detail.

[0021] In order to illustrate the technical solutions of the present invention, specific examples are used below to illustrate.

[0022] figure 1 It is a schematic diagram of the implementation flow of the fuzzy data processing method provided by an embodiment of the present invention. For the convenience of description, only the parts related to the embodiment of the present invention are shown....

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Abstract

The method is suitable for the technical field of data processing. The invention provides a fuzzy data processing method and system and terminal equipment, and the method comprises the steps: obtaining the type of to-be-processed fuzzy data and the number of decision values of the to-be-processed fuzzy data, and determining an input reduction value matched with the number of decision values according to the type of the to-be-processed fuzzy data and the number of decision values of the to-be-processed fuzzy data; inputting each input reduction value into the corresponding trained preset modelto obtain an output reduction value corresponding to each input reduction value; and calculating each output reduction value according to an inverse process of respective corresponding reduction valuecalculation to obtain prediction data of the to-be-processed fuzzy data. According to the method, the reversibility characteristic of the simple value is utilized, the prediction data can be obtainedthrough direct calculation by outputting the simple value, approximate calculation is avoided, excessive manual intervention components are not needed, fuzzy data do not need to be deformed into a series of interval values, information loss is prevented, and the result accuracy can be improved.

Description

technical field [0001] The invention belongs to the technical field of data processing, and in particular relates to a fuzzy data processing method, system and terminal equipment. Background technique [0002] In the process of data processing, the situation of processing fuzzy data is often encountered. If the fuzzy data is directly replaced by clear values, it is easy to lose a lot of information. [0003] At present, the method of α-cut set is usually used to process fuzzy data. However, after the fuzzy data is processed by α-cut set, it is deformed into a series of interval values, and too much information is lost, and the selection of α value requires too much manual intervention, and the process of restoring the interval values ​​to fuzzy values ​​uses approximate calculation , resulting in lower accuracy of the results. Contents of the invention [0004] In view of this, the embodiments of the present invention provide a fuzzy data processing method, system, and ...

Claims

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Application Information

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IPC IPC(8): G06F16/215G06K9/62
CPCG06F16/215G06F18/10
Inventor 赵士欣
Owner SHIJIAZHUANG TIEDAO UNIV
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