Information processing method and device and computing equipment

An information processing method and a preset technology, applied in the field of electronic equipment, can solve problems such as low efficiency of parameter optimization, achieve rapid local convergence, and improve the efficiency of parameter optimization.

Pending Publication Date: 2021-06-04
ALIBABA GRP HLDG LTD
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  • Abstract
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  • Claims
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Problems solved by technology

[0005] In view of this, the embodiment of the present application provides an information processing method, device, and computing equipment to solve the technical problem of low parameter optimization efficiency caused by the use of Bayesian optimization in the prior art

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  • Information processing method and device and computing equipment
  • Information processing method and device and computing equipment
  • Information processing method and device and computing equipment

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[0049] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments 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.

[0050] Terms used in the embodiments of the present application are only for the purpose of describing specific embodiments, and are not intended to limit the present application. The singular forms "a", "said" and "the" used in the embodiments of this application and the appended claims are also intended to include plural forms, unless the context clearly in...

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Abstract

The embodiment of the invention provides an information processing method and device and computing equipment, and the method comprises: responding to a parameter optimization request of a to-be-optimized parameter, and determining the local feature information of the to-be-optimized parameter when the global feature information of the to-be-optimized parameter meets a preset local switching rule; acquiring and obtaining a first candidate solution of the to-be-optimized parameter according to the local feature information; and if the first candidate solution meets the parameter use condition, determining that the first candidate solution is a target solution of the to-be-optimized parameter. According to the embodiment of the invention, the parameter optimization effectiveness is improved.

Description

technical field [0001] The present application relates to the technical field of electronic equipment, and in particular to an information processing method and device, and computing equipment. Background technique [0002] A black-box algorithm is a function or computing system that can only observe the input and output, and its internal computing structure or computing process is relatively complicated and difficult to analyze. In the process of black-box optimization, the black-box algorithm is firstly used to generate the candidate solution of the parameters to be optimized, and then the candidate solution is tested by the objective function to judge whether the candidate solution is the target solution that meets the predetermined goal. Black-box optimization algorithm means that the objective function is a black-box algorithm, and the calculation structure or function is unknown. [0003] In the prior art, in the black-box optimization process, in order to obtain cand...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N7/00G06N20/00
CPCG06N20/00G06N7/01
Inventor 章祯梁印卧涛
Owner ALIBABA GRP HLDG LTD
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