T.J. Gaffney

Hidden markov model Implemented a hidden Markov model framework for strategies, including an optimizer using a evolutionary algorithms and a partical swarm optimizer.Game TheoryGenetic AlgorithmProgramming

A friend and I signed up to do a Kaggle project, about Santa's sleigh. The problem was to find Santa's shortest path, while considering a weight restriction; essentially a travelling salesperson problem on top of a knapsack problem. We approached the problem with a modified k-means and a hybrid of standard TSP algorithms.

ModelingClusteringTSPGenetic AlgorithmProgramming

Over the years, I've used March Madness as a playground for some of my ideas on how to model two teams who have never played each other but have shared opponents or opponents of opponents.

ModelingData scrapingMonte CarloGenetic AlgorithmQuadratic ProgrammingProgrammingMarkov Chain