Micro-network optimization scheduling method based on improved partition multi-objective evolutionary optimization

• Main Authors: LI XIN, FANG YANJUN
• Format: Patent
• Language: Chinese; English
• Published: 04.01.2017
• Subjects: CALCULATING; CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION ORPROCESSING OF GOODS; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS; TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINSTCLIMATE CHANGE

The invention discloses a micro-network optimization scheduling method based on improved partition multi-objective evolutionary optimization. The method comprises the steps that S1 a micro-network multi-objective optimization scheduling problem model is established; S2 sub-population individuals are initialized, and the sub-population individuals are restrained and restored according to the micro-source climbing rate; S3 genetic manipulation is carried out on each sub-population to acquire a sub-subpopulation, and sub-subpopulation individuals are restrained and restored according to the micro-source climbing rate; S4 all sub-populations and sub-subpopulation are combined to generate a mixed population, and the mixed population is divided into new sub-populations; S5 the size of each new sub-population is restored to a set sub-population size S; S6 all non-inferior individuals in new sub-populations are preserved; and S7 whether a convergence condition is satisfied is judged, and if so, all feasible individua