目标：
美赛不当拖油瓶~~
数建最基本得建模方法
插值拟合
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:aab0373f-c8cc-4d19-9af4-ce46822b2d2f
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:15db3e44-e795-4908-a9f0-5b23835ceccb
小波分析，聚类分析（高斯混合聚类，K-均值聚类等）
用于插值之前
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:848c64fe-8291-4be2-93f5-ff25ee4c8275
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:0cc8e6c6-6e0c-4493-b6ab-888c918b81a0
主成分分析，线性判别分析、局部保留投影
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:95889bf0-48db-4dc8-8c9a-2a366f527d1c
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:3a4747c3-b18c-465a-9de9-3843284b8f41
均值、方差分析、协方差分析等统计方法
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:b40ae1d4-82d4-429c-9163-9e3333429f54
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:556fdd11-33f4-4f75-9c51-2dc0dde1e99f
指内部具有的关系
灰色关联分析
用于样本点个数较少
典型相关分析
适合两组指标之间的关系
Superman或kendall等级相关分析
Pearson相关或Copula相关
建立指标进行判别
距离聚类（系统聚类）
有坐标 常用
关联性聚类
常用 与指标有关
层次聚类
密度聚类
其他聚类
贝叶斯判别
统计判别方法
费舍尔判别
用于训练样本少
模糊识别
分好类的数据点比较少
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:262f7334-060c-4cef-891e-33cb4f2afd52
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:c1f08ded-24a8-49c2-8b66-bcce6c0185cd
模糊综合评价
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:1ed9b656-c9ae-44f0-a591-9f893d30b242
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:d6806402-1371-4be0-8afb-4f67c7978a5a
主成分分析
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:fd489e06-ecc3-4ec4-8e10-34b67ec17e9c
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:bc28fa2d-6141-4f4f-949e-07e2881b3117
指标间关联性很强
层次分析法
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:ad45d618-66f9-4ec1-a7cd-4ede3622df48
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:a98f4196-a898-453f-aad6-28864492c4e3
数据包络（DEA）分析法
优化问题
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:040432f9-4ff4-4455-9236-1268d0d91d97
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:7edc7602-db37-4d3e-b8fb-ac443ad85212
秩和比综合评价法
排序，指标间关联性不强
神经网络评价
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:5a8106b7-4a07-4d88-9ebf-e09e4a6e9f96
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:0f2e3a95-cc51-4ead-a2b5-cbbd435c718a
样本大才行
优劣解距离法（TOPSIS）
与层次分析法差不多
投影寻踪综合评价法
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:6e37dd42-d5c1-4356-8d60-4ead7c5a2d98
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:084b470a-13b8-4419-969b-c2624d621ae3
方差分析、协方差分析
比较基本
200可能是大小的界限
分五类
- 小样本的内部预测
- 大样本的内部预测
- 小样本的未来预测
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:1da807f3-90ce-42a2-b47d-895247ad3a39[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:cd63d538-f5cb-4097-b6d3-614edd33d3f4
- 大样本的未来预测
灰色预测模型
数据样本点个数少，0-50个
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:ca089a15-7ae1-4abd-8ef1-c7ce711a4a1b
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:bf136a9a-d9e8-4084-a057-3467d7fa8b75
微分方程预测
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:645461a5-2dc1-4979-a28f-b3f7156dec28
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:04bdfa3c-a684-44ee-b275-ed59f3e91155
点数不少。50-100
插值拟合预测
小样本未来预测
回归分析预测
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:7550ec9b-8720-4495-b688-32d5ecc2391b
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:27553601-f983-4fe0-99c9-7d17eb8f7228
样本点个数n>3*自变量+1
因变量要符合正态分布
马尔科夫预测
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:c870fb74-70e5-4d09-b062-1ffaa72e93a3
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:5acfd0e3-9b15-4cd2-b11a-deb044b1f22e
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:38dda5ed-e123-427e-8e49-7a6a272249d6
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:8cc5675f-c320-446e-af70-9c4fb4107247
时间序列预测
大样本
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:9961d897-524f-4c27-96cf-97beaec42089
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:0c179dff-fdd8-44d1-9554-9a5ef8932af3
ARMA模型，周期模型，季节模型
小波分析预测
神经网络预测
混沌序列预测
设计最优解
组合得最优解
线性规划，整数规划，0-1规划
简单的问题（物料、车间
有约束，有明确的目标
非线性规划与智能优化算法
复杂优化问题
多目标规划和目标规划
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:920498a3-9199-4caf-9d63-7f73ceace39b
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:465c5348-6d5f-4781-8cc4-69917d5c4aa1
动态规划
图论、网络优化
多因素交错复杂
排队论与计算机仿真
模糊规划
范围约束
灰色规划
Original: https://blog.csdn.net/jiangti_ng/article/details/122630307
Author: 大数据界Olu
Title: 数学模型建立常用方法
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