Linux上配置ipopt和casadi求解二次规划

#ipopt #casadi #二次规划
Table of Contents

前言

二次规划问题是是很多机器人控制器中所涉及到的问题，好的求解方式也非常重要。这里使用 casadi 来实现二次规划的求解

ipopt 安装

安装依赖

由于需要编译 C++，所以需要一些基础的依赖

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apt-get update
apt-get -y upgrade
apt install build-essential
apt-get install -y gcc g++ gfortran git patch wget pkg-config liblapack-dev libmetis-dev libblas-dev vim

下载所需要的代码文件

一共有 5 个比较重要的包

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git clone https://github.com/coin-or/Ipopt.git # ipopt
git clone https://github.com/coin-or-tools/ThirdParty-ASL.git # ThirdParty-ASL
git clone https://github.com/coin-or-tools/ThirdParty-HSL.git # ThirdParty-HSL
git clone https://github.com/coin-or-tools/ThirdParty-Mumps.git # ThirdParty-Mumps
git clone https://github.com/Luo25177/coinhsl.git # coinhsl

编译文件

编译 ThirdParty-ASL

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cd ThirdParty-ASL
./get.ASL
./configure
make
make install

编译 ThirdParty-HSL

注意需要将 coinhsl 放在 ThirdParty-HSL 文件夹下

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cd ThirdParty-HSL
git clone https://github.com/Luo25177/coinhsl.git
./configure
make
make install

编译 ThirdParty_Mumps

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cd ThirdParty_Mumps
./get.Mumps
./configure
make
make install

编译 Ipopt

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cd Ipopt
mkdir build && cd build
../configure
make
make test
make install

配置环境变量

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cd /usr/local/include
cp coin-or coin -r
ln -s /usr/local/lib/libcoinmumps.so.3 /usr/lib/libcoinmumps.so.3
ln -s /usr/local/lib/libcoinhsl.so.2 /usr/lib/libcoinhsl.so.2
ln -s /usr/local/lib/libipopt.so.3 /usr/lib/libipopt.so.3
echo "Add the/usr/local/lib directory to the configuration file of the shared library"
echo "/usr/local/lib" >> /etc/ld.so.conf
ldconfig

测试

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cd Ipopt/build/examples/Cpp_example
sudo make
./cpp_example

能正常运行出结果且不报错即可

casadi 安装

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git clone https://github.com/casadi/casadi.git
cd casadi
mkdir build
cd build
cmake .. -DWITH_IPOPT=ON -DWITH_EXAMPLES=OFF
make
sudo make install

测试

从 casadi/docs/examples/cplusplus 找一个例子 rocket_ipopt.cpp 文件，将其内容复制到一个文件夹内，然后创建 CMakeLists.txt 文件，配置方式如下

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cmake_minimum_required(VERSION 3.21)
project(testCPP)

set(CMAKE_CXX_STANDARD 14)

add_executable(cppad_ipopt_demo a.cpp)
target_link_libraries(cppad_ipopt_demo ipopt)
target_link_libraries(cppad_ipopt_demo casadi)

然后在该文件夹下执行以下指令

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mkdir build && cd build
cmake ..
make
./cppad_ipopt_demo

成功执行即可

参考

https://www.cnblogs.com/aimoboshu/p/18220353

https://blog.csdn.net/qq_43066145/article/details/139202657

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