liangyiting / dynamic-optimization
自家开发的动态优化程序包。适用于常微分系统,有路径约束的最优控制问题的求解。算法:微分方程有限元离散+隐式梯度计算+SQP求解优化问题
☆10Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for dynamic-optimization
- ☆11Updated 6 years ago
- 4 direct numerical methods of solving optimal control.☆52Updated last year
- Path planning using nonlinear model predictive control in dynamic environments☆35Updated 6 years ago
- Matlab based optimizer framework using Sequential Quadratic Programming (SQP)☆26Updated 5 years ago
- Code for robust tube MPC simulation☆19Updated 5 years ago
- Implement SLS MPC for linear systems subject to polytopic model uncertainty and additive disturbances.☆25Updated 6 months ago
- Thesis retrieval☆83Updated 3 years ago
- This project implements multiple-interval pseudospectral methods to solve optimal control problems.☆36Updated 7 years ago
- Generating collision-free trajectories in 3D space for multiple quadcopters within seconds by minimizing the total thrust at each time st…☆13Updated 3 years ago
- Hypersonic reentry nonlinear simulation and optimal trajectory generation via sequential convex programming☆22Updated 3 years ago
- Implementations of Control (PID, LQ, MPC, ...) and AI (fuzzy logic, Q-learner, SARSA, ...) algorithms☆56Updated 6 years ago
- Code needed to reproduce the examples found in the various works published on Distributed and Localized Model Predictive Control via Syst…☆46Updated last year
- A basic Python implementation of a Legendre-Gauss-Radau pseudospectral method for computational optimal control.☆9Updated 6 months ago
- Linear Model Predictive Control (MPC) with quadratic programming (QP) and state space model☆27Updated 5 years ago
- Teaching examples for three direct methods for solving optimal control problems namely single shooting, single step, and pseudospectral.☆43Updated 5 years ago
- ☆31Updated 2 years ago
- Local path planning using nonlinear model predictive control technique is implemented in Matlab/Simulink environment for Master thesis st…☆31Updated 3 years ago
- NMPC is implemented using Casadi in Matlab to control the steering, throttle, and braking of a vehicle in CarSim☆43Updated last year
- Library of LMI methods for Robust Control☆16Updated 5 years ago
- Data-Driven Predictive Control☆56Updated 8 months ago
- The reproduction of tube-based MPC for nonlinear systems☆38Updated 6 months ago
- MPC-based Simulink trajectory tracking module☆24Updated 5 years ago
- MATLAB Optimal Control codes related to HJB Dynamic Programming to find the optimal path for any state of the system☆28Updated 6 years ago
- ☆13Updated 3 years ago
- A SQP algorithm implementation for solving nonlinear constrained optimization problems☆16Updated 2 years ago
- Online trajectory planning and control using nonlinear MPC model in MATLAB to avoid dynamic/static obstacles☆26Updated last year
- My Master's thesis for adaptive control and LQR control for a linear tractor-trailer model(Semi-truck) lane keeping or trajectory control…☆17Updated 5 years ago
- This repository contains classwork and practice examples based on Model Predictive Control. Robust and Stochastic control methods applied…☆53Updated 2 years ago
- Simple examples for Event-triggered control for network controlled system☆65Updated 2 years ago
- RBF神经网络自适应控制的相关代码,具体可参考 Liu J K. Radial Basis Function Neural Network Control for Mechanical Systems: Design, Analysis and Matlab Simulat…☆38Updated 3 years ago