3 papers
math.OC2020
Senior Thesis for Haverford College Convex Optimization, Newton's Method and Interior Point Method
Haoqian Li
This paper consists of four general parts: convex sets; convex functions; convex optimization; and the interior-point algorithm. I will start by introducing the definition of conve…
math.OC2019
A Survey of Adwords Problem With Small Bids In a Primal-dual Setting: Greedy Algorithm, Ranking Algorithm and Primal-dual Training-based Algorithm
Haoqian Li
The Adwords problem has always been an interesting internet advertising problem. There are many ways to solve the Adwords problem with the adversarial order model, including the Gr…
q-fin.TR2019
Reinforcement Learning: Prediction, Control and Value Function Approximation
Haoqian Li, Thomas Lau
With the increasing power of computers and the rapid development of self-learning methodologies such as machine learning and artificial intelligence, the problem of constructing an…