SRM540

算法竞赛题解

250
ImportantSequence
题意:告诉你相邻两数的操作符和运算结果,求有多少满足要求的正整数序列

分析:固定了第一个数,答案就固定,由于有每个数都是正整数的限制,因此可以把限制都转移到第一个数上,把每个数用第一个数表示,就可以得到一系列不等式,解一下即可

550
RandomColoring
题意:定义颜色为(R,G,B)的三元祖,给定一个初始颜色,按照某种规则生成等概率生成下一种颜色,问最后一种颜色和第一种颜色仍然满足这种规则的概率

分析:由于数据范围都只有50,可以考虑暴力dp,复杂度显然事O(n7)无法满足,但计算dp[i][j][k]就相当于求三维空间中一个长方体中的所有数的和,于是可以可以求一个三位前缀和来搞;
注意求这个前缀和需要for三次(最后一维不同即可),而求区间和需要一个容斥,具体来说就是sum((xl,xr],(yl,yr],(zl,zr])是二维形式的推广

950
ProductQuery
题意:给出若干个区间乘积mod10的结果,求有多少个元素<10的非负整数数列

假如把10改成任意一个质数,那么就可以求逆元,意味着算pro[l,r]==x方案可以让[l,r-1]的数任选,前面一个数确定了最后一个数就确定了
本题稍微复杂一些,有多个区间,不过我们只关心右端点重合的那些区间,只需要把这些区间按照左端点从小到大排序,然后把大区间拆掉即可

#include <cstdio>
#include <cmath>
#include <cstring>
#include <ctime>
#include <iostream>
#include <algorithm>
#include <set>
#include <vector>
#include <sstream>
#include <typeinfo>
#include <fstream>

using namespace std;
typedef long long LL;
typedef pair<int,int>pi;
const int M=1e9+7;
inline void up(int &x,int y){
    x+=y;if(x>=M)x-=M;
}
class ProductQuery {
    public:
    int notzero[222];
    vector<pi>V[222];
    int pw[222];
    int dp[222];
    int cal(int a,int b,int p){//ret*a%p==b
        for(int i=1;i<p;i++)if(i*a%p==b)return i;
    return -1;
    }
    int solve(int N,vector<int>ql,vector<int>qr,vector<int>res,int p){
    int q=res.size();
    pw[0]=1;
    for(int i=1;i<=N+2;i++)pw[i]=1LL*pw[i-1]*(p-1)%M;
        for(int i=0;i<q;i++){
        res[i]=res[i]%p;
    }
    memset(notzero,0,sizeof(notzero));
    for(int i=0;i<q;i++){
        if(res[i]){
            for(int j=ql[i];j<=qr[i];j++)notzero[j]=1;
        }
    }
    //
    dp[0]=1;
    for(int i=1;i<=N+1;i++){
        dp[i]=0;
        if(notzero[i])continue;
        for(int j=0;j<i;j++){
            if(dp[j]){
                bool flag=1;
                for(int k=0;k<q;k++){
                    if(!res[k]&&ql[k]>j&&qr[k]<i){
                        flag=0;
                        break;
                    }
                }
                if(flag){
                    int cnt=0;
                    for(int tmp=j+1;tmp<i;tmp++)if(!notzero[tmp])cnt++;
                    up(dp[i],1LL*pw[cnt]*dp[j]%M);
                }
            }
        }
    }
    if(!dp[N+1])return 0;
    for(int i=1;i<=N;i++)V[i].clear();
    for(int i=0;i<q;i++)if(res[i])V[qr[i]].push_back(pi(ql[i],res[i]));
    int det=0;
    for(int i=N;i>=1;i--){
        if(!notzero[i]||!V[i].size())continue;
        sort(V[i].begin(),V[i].end());
        for(int j=V[i].size()-2;j>=0;j--){
            if(V[i][j].first==V[i][j+1].first){
                if(V[i][j].second!=V[i][j+1].second)return 0;
            }
            else{
                int t=cal(V[i][j+1].second,V[i][j].second,p);//cal(a,b,p)*a==b%p
                V[V[i][j+1].first-1].push_back(pi(V[i][j].first,t));
            }
        }
        det++;
    }
    int tot=0;
    for(int i=1;i<=N;i++)if(notzero[i])tot++;
    //if(p==5)printf("tot=%d det=%d\n",tot,det);
    int ans=1LL*pw[tot-det]*dp[N+1]%M;
    return ans;
    }    
    int theInput(int N, vector<int> Qfrom, vector<int> Qto, vector<int> output) {
    for(int i=0;i<Qfrom.size();i++){
        Qfrom[i]++,Qto[i]++;
    }
    return 1LL*solve(N,Qfrom,Qto,output,2)*solve(N,Qfrom,Qto,output,5)%M;   
        return 0;
    }
};

Memory 计算 Workload Pod 使用 请求 请求 % 限制 限制 % 理论扩容值 建议扩容值(GB) bpmp-java-service-prd bpmp-java-service-prd-66c869d48d-sdjb9 6.74 GiB 3.00 GiB 224.69% 8.00 GiB 84.26% 8.99 GiB 10 srm-java-base-prd srm-java-base-prd-5bb54555fc-57r7d 16.00 GiB 3.00 GiB 533.29% 16.00 GiB 99.99% 21.33 GiB 24 srm-java-base-prd-5bb54555fc-m6qtb 16.00 GiB 3.00 GiB 533.32% 16.00 GiB 100.00% 21.33 GiB srm-java-bizpj-prd srm-java-bizpj-prd-d6f597979-6gphl 30.32 GiB 3.00 GiB 1010.52% 32.00 GiB 94.74% 40.42 GiB 42 srm-java-bizpj-prd-d6f597979-7jztp 29.72 GiB 3.00 GiB 990.51% 32.00 GiB 92.86% 39.62 GiB srm-java-contract-prd srm-java-contract-prd-7887b547d9-9xmcp 2.86 GiB 500.00 MiB 586.59% 2.93 GiB 97.77% 3.82 GiB 4 srm-java-file-prd srm-java-file-prd-8695668d54-bjjd2 7.36 GiB 600.00 MiB 1255.87% 8.00 GiB 91.98% 9.81 GiB 12 srm-java-file-prd-8695668d54-ftf5n 7.44 GiB 600.00 MiB 1269.69% 8.00 GiB 92.99% 9.92 GiB srm-java-file-prd-8695668d54-g56fs 7.61 GiB 600.00 MiB 1298.86% 8.00 GiB 95.13% 10.15 GiB srm-java-file-prd-8695668d54-pw7ll 7.45 GiB 600.00 MiB 1271.01% 8.00 GiB 93.09% 9.93 GiB srm-java-file-prd-8695668d54-xbhnb 7.43 GiB 600.00 MiB 1268.21% 8.00 GiB 92.89% 9.91 GiB srm-java-gateway-prd srm-java-gateway-prd-d5d9956ff-j6mxv 2.67 GiB 500.00 MiB 547.36% 3.00 GiB 89.09% 3.56 GiB 4 srm-java-gateway-prd-d5d9956ff-lfspx 2.64 GiB 500.00 MiB 540.81% 3.00 GiB 88.02% 3.52 GiB srm-java-inq-prd srm-java-inq-prd-85444f8645-pvsgd 2.58 GiB 500.00 MiB 528.06% 3.00 GiB 85.95% 3.44 GiB 4 srm-java-onlineview-prd srm-java-onlineview-prd-7f5f78dbd8-5xsq5 12.28 GiB 500.00 MiB 2514.98% 16.00 GiB 76.75% 16.37 GiB 18 srm-java-ppap-prd srm-java-ppap-prd-6f5d949fd9-mlpwq 2.25 GiB 500.00 MiB 461.09% 3.00 GiB 75.05% 3.00 GiB 4 srm-java-qc-prd srm-java-qc-prd-855bf8d6b5-m6fh2 3.67 GiB 3.00 GiB 122.50% 4.00 GiB 91.87% 4.90 GiB 6 srm-java-rbac-prd srm-java-rbac-prd-8dfbf968f-82v6f 15.66 GiB 3.00 GiB 522.15% 16.00 GiB 97.90% 20.89 GiB 22 srm-java-rbac-prd-8dfbf968f-tzctw 15.55 GiB 3.00 GiB 518.39% 16.00 GiB 97.20% 20.74 GiB 根据上面的信息,帮我写一个扩容原因,请求率太高
07-10
org.springframework.beans.factory.BeanCreationNotAllowedException: Error creating bean with name 'meterRegistryCloser': Singleton bean creation not allowed while singletons of this factory are in destruction (Do not request a bean from a BeanFactory in a destroy method implementation!) at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:220) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:335) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:205) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.context.event.AbstractApplicationEventMulticaster.retrieveApplicationListeners(AbstractApplicationEventMulticaster.java:265) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.event.AbstractApplicationEventMulticaster.getApplicationListeners(AbstractApplicationEventMulticaster.java:222) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.event.SimpleApplicationEventMulticaster.multicastEvent(SimpleApplicationEventMulticaster.java:145) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.publishEvent(AbstractApplicationContext.java:452) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.publishEvent(AbstractApplicationContext.java:458) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.publishEvent(AbstractApplicationContext.java:385) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.doClose(AbstractApplicationContext.java:1139) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.close(AbstractApplicationContext.java:1102) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.cloud.context.named.NamedContextFactory.destroy(NamedContextFactory.java:114) ~[spring-cloud-context-4.1.4.jar!/:4.1.4] at org.springframework.beans.factory.support.DisposableBeanAdapter.destroy(DisposableBeanAdapter.java:211) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.destroyBean(DefaultSingletonBeanRegistry.java:587) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.destroySingleton(DefaultSingletonBeanRegistry.java:559) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultListableBeanFactory.destroySingleton(DefaultListableBeanFactory.java:1202) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.destroySingletons(DefaultSingletonBeanRegistry.java:520) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultListableBeanFactory.destroySingletons(DefaultListableBeanFactory.java:1195) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.destroyBeans(AbstractApplicationContext.java:1195) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:638) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:146) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:754) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:456) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:335) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:1363) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:1352) ~[spring-boot-3.2.12.jar!/:3.2.12] at cimc.raffles.srm.SpringSrmApplication.main(SpringSrmApplication.java:27) ~[!/:0.0.3-SNAPSHOT] at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:na] at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(Unknown Source) ~[na:na] at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source) ~[na:na] at java.base/java.lang.reflect.Method.invoke(Unknown Source) ~[na:na] at org.springframework.boot.loader.launch.Launcher.launch(Launcher.java:102) ~[app.jar:0.0.3-SNAPSHOT] at org.springframework.boot.loader.launch.Launcher.launch(Launcher.java:64) ~[app.jar:0.0.3-SNAPSHOT] at org.springframework.boot.loader.launch.JarLauncher.main(JarLauncher.java:40) ~[app.jar:0.0.3-SNAPSHOT] 2025-09-19T10:55:18.507+08:00 INFO 7 --- [spring-srm] [ main] c.b.d.d.DynamicRoutingDataSource : dynamic-datasource start closing .... 2025-09-19T10:55:18.517+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : erp - Shutdown initiated... 2025-09-19T10:55:18.539+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : erp - Shutdown completed. 2025-09-19T10:55:18.540+08:00 INFO 7 --- [spring-srm] [ main] c.b.d.d.d.DefaultDataSourceDestroyer : dynamic-datasource close the datasource named [erp] success, 2025-09-19T10:55:18.540+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : epc - Shutdown initiated... 2025-09-19T10:55:18.582+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : epc - Shutdown completed. 2025-09-19T10:55:18.582+08:00 INFO 7 --- [spring-srm] [ main] c.b.d.d.d.DefaultDataSourceDestroyer : dynamic-datasource close the datasource named [epc] success, 2025-09-19T10:55:18.582+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : master - Shutdown initiated... 2025-09-19T10:55:18.608+08:00 INFO 7 --- [spring-srm] [ main] com.zaxxer.hikari.HikariDataSource : master - Shutdown completed. 2025-09-19T10:55:18.609+08:00 INFO 7 --- [spring-srm] [ main] c.b.d.d.d.DefaultDataSourceDestroyer : dynamic-datasource close the datasource named [master] success, 2025-09-19T10:55:18.609+08:00 INFO 7 --- [spring-srm] [ main] c.b.d.d.DynamicRoutingDataSource : dynamic-datasource all closed success,bye 2025-09-19T10:55:18.610+08:00 INFO 7 --- [spring-srm] [ main] o.apache.catalina.core.StandardService : Stopping service [Tomcat] 2025-09-19T10:55:18.728+08:00 INFO 7 --- [spring-srm] [ main] .s.b.a.l.ConditionEvaluationReportLogger : Error starting ApplicationContext. To display the condition evaluation report re-run your application with 'debug' enabled. 2025-09-19T10:55:18.819+08:00 ERROR 7 --- [spring-srm] [ main] o.s.boot.SpringApplication : Application run failed org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'OADirectConnectTransferService': Injection of autowired dependencies failed at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor.postProcessProperties(AutowiredAnnotationBeanPostProcessor.java:515) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.populateBean(AbstractAutowireCapableBeanFactory.java:1439) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:599) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:522) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$0(AbstractBeanFactory.java:337) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:234) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:335) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:200) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultListableBeanFactory.preInstantiateSingletons(DefaultListableBeanFactory.java:975) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.finishBeanFactoryInitialization(AbstractApplicationContext.java:971) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:625) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:146) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:754) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:456) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:335) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:1363) ~[spring-boot-3.2.12.jar!/:3.2.12] at org.springframework.boot.SpringApplication.run(SpringApplication.java:1352) ~[spring-boot-3.2.12.jar!/:3.2.12] at cimc.raffles.srm.SpringSrmApplication.main(SpringSrmApplication.java:27) ~[!/:0.0.3-SNAPSHOT] at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:na] at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(Unknown Source) ~[na:na] at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source) ~[na:na] at java.base/java.lang.reflect.Method.invoke(Unknown Source) ~[na:na] at org.springframework.boot.loader.launch.Launcher.launch(Launcher.java:102) ~[app.jar:0.0.3-SNAPSHOT] at org.springframework.boot.loader.launch.Launcher.launch(Launcher.java:64) ~[app.jar:0.0.3-SNAPSHOT] at org.springframework.boot.loader.launch.JarLauncher.main(JarLauncher.java:40) ~[app.jar:0.0.3-SNAPSHOT] Caused by: java.lang.IllegalArgumentException: Could not resolve placeholder 'c.webservice.oa.ncProjectQueryUrl' in value "${c.webservice.oa.ncProjectQueryUrl}" at org.springframework.util.PropertyPlaceholderHelper.parseStringValue(PropertyPlaceholderHelper.java:180) ~[spring-core-6.1.15.jar!/:6.1.15] at org.springframework.util.PropertyPlaceholderHelper.replacePlaceholders(PropertyPlaceholderHelper.java:126) ~[spring-core-6.1.15.jar!/:6.1.15] at org.springframework.core.env.AbstractPropertyResolver.doResolvePlaceholders(AbstractPropertyResolver.java:239) ~[spring-core-6.1.15.jar!/:6.1.15] at org.springframework.core.env.AbstractPropertyResolver.resolveRequiredPlaceholders(AbstractPropertyResolver.java:210) ~[spring-core-6.1.15.jar!/:6.1.15] at org.springframework.context.support.PropertySourcesPlaceholderConfigurer.lambda$processProperties$0(PropertySourcesPlaceholderConfigurer.java:200) ~[spring-context-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.AbstractBeanFactory.resolveEmbeddedValue(AbstractBeanFactory.java:964) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultListableBeanFactory.doResolveDependency(DefaultListableBeanFactory.java:1374) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.support.DefaultListableBeanFactory.resolveDependency(DefaultListableBeanFactory.java:1353) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor$AutowiredFieldElement.resolveFieldValue(AutowiredAnnotationBeanPostProcessor.java:785) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor$AutowiredFieldElement.inject(AutowiredAnnotationBeanPostProcessor.java:768) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.annotation.InjectionMetadata.inject(InjectionMetadata.java:145) ~[spring-beans-6.1.15.jar!/:6.1.15] at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor.postProcessProperties(AutowiredAnnotationBeanPostProcessor.java:509) ~[spring-beans-6.1.15.jar!/:6.1.15] ... 24 common frames omitted
09-20
基于遗传算法的新的异构分布式系统任务调度算法研究(Matlab代码实现)内容概要:本文档围绕基于遗传算法的异构分布式系统任务调度算法展开研究,重点介绍了一种结合遗传算法的新颖优化方法,并通过Matlab代码实现验证其在复杂调度问题中的有效性。文中还涵盖了多种智能优化算法在生产调度、经济调度、车间调度、无人机路径规划、微电网优化等领域的应用案例,展示了从理论建模到仿真实现的完整流程。此外,文档系统梳理了智能优化、机器学习、路径规划、电力系统管理等多个科研方向的技术体系与实际应用场景,强调“借力”工具与创新思维在科研中的重要性。; 适合人群:具备一定Matlab编程基础,从事智能优化、自动化、电力系统、控制工程等相关领域研究的研究生及科研人员,尤其适合正在开展调度优化、路径规划或算法改进类课题的研究者; 使用场景及目标:①学习遗传算法及其他智能优化算法(如粒子群、蜣螂优化、NSGA等)在任务调度中的设计与实现;②掌握Matlab/Simulink在科研仿真中的综合应用;③获取多领域(如微电网、无人机、车间调度)的算法复现与创新思路; 阅读建议:建议按目录顺序系统浏览,重点关注算法原理与代码实现的对应关系,结合提供的网盘资源下载完整代码进行调试与复现,同时注重从已有案例中提炼可迁移的科研方法与创新路径。
【微电网】【创新点】基于非支配排序的蜣螂优化算法NSDBO求解微电网多目标优化调度研究(Matlab代码实现)内容概要:本文提出了一种基于非支配排序的蜣螂优化算法(NSDBO),用于求解微电网多目标优化调度问题。该方法结合非支配排序机制,提升了传统蜣螂优化算法在处理多目标问题时的收敛性和分布性,有效解决了微电网调度中经济成本、碳排放、能源利用率等多个相互冲突目标的优化难题。研究构建了包含风、光、储能等多种分布式能源的微电网模型,并通过Matlab代码实现算法仿真,验证了NSDBO在寻找帕累托最优解集方面的优越性能,相较于其他多目标优化算法表现出更强的搜索能力和稳定性。; 适合人群:具备一定电力系统或优化算法基础,从事新能源、微电网、智能优化等相关领域研究的研究生、科研人员及工程技术人员。; 使用场景及目标:①应用于微电网能量管理系统的多目标优化调度设计;②作为新型智能优化算法的研究与改进基础,用于解决复杂的多目标工程优化问题;③帮助理解非支配排序机制在进化算法中的集成方法及其在实际系统中的仿真实现。; 阅读建议:建议读者结合Matlab代码深入理解算法实现细节,重点关注非支配排序、拥挤度计算和蜣螂行为模拟的结合方式,并可通过替换目标函数或系统参数进行扩展实验,以掌握算法的适应性与调参技巧。
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