MongoDB - Getting Started

本文介绍了MongoDB的基本概念,包括数据库、集合和文档等,并详细说明了如何下载、安装及启动MongoDB服务,最后通过示例展示了如何连接到MongoDB服务器。

In traditional RDBMS(like SQL Server), there are three basic concepts: Database, Tables and record(or named tuple). Database imply one or some database files(just a common OS file which has specified format which can be used by DBMS) which store our actual data; Table is a strucutred Set or Collection which has predefined schema which can be used to hold records(or named tuple).

In MongoDB, these three concepts are still applicable but with a little difference.Database in MongoDB still imply database files, but these database files can be distributed on a lot of servers in a cluster; also table is replaced by the Collection which is schema free, means we needn't predefined the structure of the collection; record is replaced by term - Document which imply it is schema free.

Download the MongoDB

Download from http://www.mongodb.org/downloads

Should be aware that, the even verion is stable and the Odd version is development version. So for me I use version 2.4.6 and 64 bit.

After download and unzip the file, copy all files under the BIN folder to a specified folder(for me, I place them under D:\MongoDB folder):

Start the MongoDB

Absolutely we should start the service before we can use it, so firstly we need to start the MongoDB Service. There are many methods to start it, but the most easily way is using the Javascript Shell which named mongod.exe under the BIN folder:

 

Create Data Folder

Before we start the service, we should create a folder which used to hold the database files. For me, I create a folder which its path is D:\MongoDB\Data

Start the Service

1. Start the cmd and change the current directory to D:\MongoDB

2. type the command "mongod.exe --dbpath .\Data --port 10000" and click enter.

--dbpath is used to identified the folder which used to host the database files

--port is used to identified in which port the MongoDB will listen the connection from client

Then you can see some messages in the console which represent "waiting for connections on port 10000". It means the MongoDB start successfully

Connect to the Server

Now we have started the MongoDB service, the next step should start the client and connect to the server.

1. Start another cmd window which used as client

2. change the current directory to D:\MongoDB

3. type the command "mongo.exe --port 10000 --host localhost" and click enter

 --host identify the host which the MongoDB located

--port identify the port in which the MongoDB Server is listening 

Then you can see the message that "connecting to: localhost:10000/test". It means we have connected to the database test 

MATLAB代码实现了一个基于多种智能优化算法优化RBF神经网络的回归预测模型,其核心是通过智能优化算法自动寻找最优的RBF扩展参数(spread),以提升预测精度。 1.主要功能 多算法优化RBF网络:使用多种智能优化算法优化RBF神经网络的核心参数spread。 回归预测:对输入特征进行回归预测,适用于连续值输出问题。 性能对比:对比不同优化算法在训练集和测试集上的预测性能,绘制适应度曲线、预测对比图、误差指标柱状图等。 2.算法步骤 数据准备:导入数据,随机打乱,划分训练集和测试集(默认7:3)。 数据归一化:使用mapminmax将输入和输出归一化到[0,1]区间。 标准RBF建模:使用固定spread=100建立基准RBF模型。 智能优化循环: 调用优化算法(从指定文件夹中读取算法文件)优化spread参数。 使用优化后的spread重新训练RBF网络。 评估预测结果,保存性能指标。 结果可视化: 绘制适应度曲线、训练集/测试集预测对比图。 绘制误差指标(MAE、RMSE、MAPE、MBE)柱状图。 十种智能优化算法分别是: GWO:灰狼算法 HBA:蜜獾算法 IAO:改进天鹰优化算法,改进①:Tent混沌映射种群初始化,改进②:自适应权重 MFO:飞蛾扑火算法 MPA:海洋捕食者算法 NGO:北方苍鹰算法 OOA:鱼鹰优化算法 RTH:红尾鹰算法 WOA:鲸鱼算法 ZOA:斑马算法
评论
成就一亿技术人!
拼手气红包6.0元
还能输入1000个字符
 
红包 添加红包
表情包 插入表情
 条评论被折叠 查看
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值