Mathematical optimization is a technique for mathematically deriving an answer that maximizes or minimizes a desired goal (objective function) by adjusting controllable variables while satisfying ...

Code and data for the paper. This is an empirical study of when multi-agent LLM interaction helps and when it hurts on scientific optimization tasks. Different model families approach open problems ...

This project implements a simple hardware-software co-design model for solving a knapsack-style optimization problem using an Evolutionary Strategy algorithm. The main implementation is written in C++ ...