A framework for Big Data Optimization with multi-objective metaheuristics

Morpheus: Domain Specific Run Time Optimization for Software Data Planes -- Presented at ASPLOS22

This project solves linear-quadratic dynamic optimization (LQDO) problems using direct transcription (DT) and quadratic programming (QP)

A generic implementation of dynamic programming algorithm and value iteration algorithm.

Real-time optimization using exploration strategies

A multi-objective optimization approach for the design of enzymatic cascade reactors. Simulation and optimization codes are provided.

Code for the paper "Dynamic Optimization of Random Access in Deadline-Constrained Broadcasting"

ECOGEN-CCD: Economic feasibility assessment of generator/storage technologies using capacity and dispatch optimization

A generic implementation of dynamic programming algorithm and value iteration algorithm. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711022000152

Wrapper functions for easier dynamic optimization implementations by using direct single shooting method.

Dynamic optimizer of fantasy league NBA drafts (2017)

A dynamic data dict class that inherits and overrides the built-in dict class for special purposes. That provides real-time access to dynamic data, while still allowing the option to get only the specified data without calculating all. It adheres to the concept of program optimization which avoids loading if not used, saving both memory and time.