Emergency resource scheduling optimization method and system based on resource scheduling atlas

The invention provides an emergency resource scheduling optimization method and system based on a resource scheduling atlas, and the method comprises the steps: converting an emergency resource scheduling problem into an atlas model for deduction, and generating an emergency resource scheduling sche...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: ZHU ZHIYU, ZHANG WENJUAN, WANG JIE, HE XIAOLONG, LAN HAISHENG, DAI XINCHENG, LI QINGZHU, YAN MINGXI, XIONG LIUQIAN, LI RUIHONG, CAI JIN, LIAO YONGXING, HUANG HAIBIN, YOU CHANGFENG, WU CHAOYU
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention provides an emergency resource scheduling optimization method and system based on a resource scheduling atlas, and the method comprises the steps: converting an emergency resource scheduling problem into an atlas model for deduction, and generating an emergency resource scheduling scheme in combination with an optimization method of an enhanced rolling level evolutionary algorithm; on-line deduction of emergency resource scheduling key elements is realized through a resource scheduling graph model, and partial visualization functions are realized; the rolling horizon evolutionary algorithm is used for deduction, the diversity of populations is ensured, the accuracy of individual evaluation of the evolutionary algorithm is enhanced, and the search space and accuracy of the optimization method are expanded. 本申请提供了一种基于资源调度图谱的应急资源调度优化方法和系统,将应急资源调度问题转换为图谱模型进行推演,结合增强滚动水平进化算法的优化方法,生成应急资源调度方案;通过资源调度图谱模型实现应急资源调度关键要素的在线推演,并实现部分的可视化功能;使用滚动地平线进化算法进行推演,保证种群的多样性,增强进化算法对个体评价的准确性,扩大优化方法的搜索空间与准确性。