Multi-objective optimization result sorting method and related device

A multi-objective optimization and sorting method technology, applied in the field of multi-objective optimization results sorting method and related devices, can solve problems such as difficult unique optimal solution, performance degradation, etc., to improve user experience, reduce complexity, and improve sorting efficiency effect

Pending Publication Date: 2022-04-15
希望知舟技术(深圳)有限公司
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  • Application Information

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Problems solved by technology

That is to say, there are contradictions between the various sub-objectives of the multi-objective optimization problem. The improvement of one sub-objective may cause the performance of another or several other sub-objectives to decrease, that is, t

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  • Multi-objective optimization result sorting method and related device
  • Multi-objective optimization result sorting method and related device
  • Multi-objective optimization result sorting method and related device

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Embodiment Construction

[0022] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0023] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method...

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Abstract

The embodiment of the invention provides a multi-target optimization result sorting method and a related device, and the method comprises the steps: dividing a plurality of target parameters into a plurality of optimization sets according to a first priority level, and then determining a reference optimization index of each optimization set, and determining a comprehensive optimization index corresponding to one-time multi-objective optimization according to the reference optimization index of each set, and sorting results of multiple times of multi-objective optimization according to the comprehensive optimization index of each-time multi-objective optimization to obtain a first sorting result. In this way, the multi-target sorting problem is converted into the single-target sorting problem, the complexity of the multi-target optimization sorting problem is reduced, the sorting efficiency is improved, sorting is conducted according to the requirements, quality and the like of actual industrial products, and the sorting efficiency is improved. And the user can directly determine the production parameters and other contents corresponding to one-time multi-objective optimization learning which can be used for actual production according to the sequence, so that the use experience of the user is improved.

Description

technical field [0001] The present application belongs to the field of data processing, and in particular relates to a method for sorting multi-objective optimization results and related devices. Background technique [0002] Multi-objective optimization means that when multiple goals need to be achieved in a certain scenario, the optimization of one goal is at the expense of the degradation of other goals due to the inherent conflict between the goals. That is to say, there are contradictions between the various sub-objectives of the multi-objective optimization problem. The improvement of one sub-objective may cause the performance of another or several other sub-objectives to decrease, that is, to make multiple sub-objectives reach the optimal value at the same time. It is impossible, so it is difficult to have a unique optimal solution, but can only coordinate and compromise among them, so that each sub-goal can be optimized as much as possible. Contents of the inventi...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q30/02G06Q50/04
CPCY02P90/30
Inventor 郭传亮
Owner 希望知舟技术(深圳)有限公司
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