Title:
LABELED DATA STORAGE SERVER ALLOCATION METHOD BASED ON EVOLUTIONARY OPTIMIZATION
Document Type and Number:
WIPO Patent Application WO/2022/037164
Kind Code:
A1
Abstract:
Disclosed is a labeled data storage server allocation method based on evolutionary optimization. In the present invention, an improved sine-cosine algorithm is used to solve the problem of labeled data storage server allocation. The improved sine-cosine algorithm comprises: firstly generating a random population, and setting the survival periods of individuals; next, generating guidance probabilities by means of comprehensively taking the priorities and survival periods of the individuals into consideration; then, choosing guidance individuals on the basis of the guidance probabilities, and executing sine-cosine operation operators based on the guidance individuals, choosing excellent individuals to enter a new-generation population, and then updating the survival periods of the individuals; and repeatedly executing this search process until a termination condition is satisfied. In the present invention, a search guidance direction is chosen by means of comprehensively taking the priorities and survival periods of individuals into consideration, thereby reducing the probability of falling into the local optimum, and the comprehensive storage efficiency of allocated labeled data storage servers can be improved.
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Inventors:
GUO ZHAOLU (CN)
CHEN YUANCUN (CN)
TAN LIJIANG (CN)
ZHANG WENSHENG (CN)
HUANG WENJUN (CN)
CAI YUECHENG (CN)
CHEN YUANCUN (CN)
TAN LIJIANG (CN)
ZHANG WENSHENG (CN)
HUANG WENJUN (CN)
CAI YUECHENG (CN)
Application Number:
PCT/CN2021/096124
Publication Date:
February 24, 2022
Filing Date:
May 26, 2021
Export Citation:
Assignee:
GUANGDONG OKING INFORMATION IND CO LTD (CN)
International Classes:
G06N3/00; G06F3/06
Foreign References:
| CN112148213A | 2020-12-29 | |||
| CN104023088B | 2017-04-19 | |||
| CN110472046A | 2019-11-19 | |||
| CN109189578A | 2019-01-11 | |||
| US20150026430A1 | 2015-01-22 |
Attorney, Agent or Firm:
JIAQUAN IP LAW (CN)
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