The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 16, 2024

Filed:

Jun. 23, 2020
Applicant:

Guangzhou Metro Design & Research Institute Co., Ltd., Guangzhou, CN;

Inventors:

Quan Yuan, Guangzhou, CN;

Wenqu Zeng, Guangzhou, CN;

Haiou Shi, Guangzhou, CN;

Xingzhong Nong, Guangzhou, CN;

Jian Wang, Guangzhou, CN;

Yunlin Zhang, Guangzhou, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06Q 10/0631 (2023.01); G06N 3/006 (2023.01); G06F 9/50 (2006.01); G06F 9/48 (2006.01);
U.S. Cl.
CPC ...
G06Q 10/06311 (2013.01); G06F 9/5038 (2013.01); G06N 3/006 (2013.01); G06F 9/4887 (2013.01);
Abstract

Provided is a method for scheduling resource-constrained project by IWO. The method establishes a resource-constrained project scheduling model first, converts the project scheduling issue in actual engineering into the combination and optimization in a mathematical model, then the optimization aims at minimizing the project total duration, while considering the immediate predecessor/successor constraints of the project activities and a variety of renewable resource constraints, to construct project scheduling model, lastly IWO is used to seek the solution for large-scale project scheduling. In the solution process, a right-shift decoding strategy was designed to rectify the ineligible solutions that occurred during the generation of weed seeds, ensure that all solutions are in compliance with the immediate predecessor/successor constraints of the project activities, and improve the efficiency of algorithm. Solution efficiency. The resource-constrained project scheduling scheme of the present invention can effectively shorten the total construction period of large-scale project.


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