动态规划 Resources

Showing items tagged with "动态规划"

Application Context: Dynamic programming is an optimization method for solving multi-stage decision-making processes, initially proposed by American mathematician R. Bellman in the early 1950s. This methodology established a new branch of operations research by successfully addressing practical challenges in production management and resource allocation. Key Technology: As a crucial decision-making tool in modern enterprise management, dynamic programming effectively solves problems including optimal path finding, resource allocation, production planning, inventory control, and investment optimization. Its unique problem-solving approach often outperforms linear programming for specific optimization scenarios.

MATLAB 386 views Tagged

A universal MATLAB main program for dynamic programming problems, featuring detailed explanations with code implementation insights. Ideal for beginners learning dynamic programming fundamentals and suitable as a foundation for solving complex optimization problems across various domains.

MATLAB 359 views Tagged

Implementation of track-before-detect using dynamic programming algorithm. Includes simulation scenario setup primarily based on the target measurement model from D.J. Salmond's "A Particle Filter for Track-Before-Detect" paper, with the dynamic programming algorithm implementation drawing from Dr. Yi Wei's doctoral dissertation at University of Electronic Science and Technology of China.

MATLAB 482 views Tagged