1 citations · 1 across the 4 of their papers we have counts for
4 papers
Graph-Enhanced Deep Reinforcement Learning for Multi-Objective Unrelated Parallel Machine Scheduling
Bulent Soykan, Sean Mondesire, Ghaith Rabadi +1
The Unrelated Parallel Machine Scheduling Problem (UPMSP) with release dates, setups, and eligibility constraints presents a significant multi-objective challenge. Traditional meth…
TESO Tabu Enhanced Simulation Optimization for Noisy Black Box Problems
Bulent Soykan, Sean Mondesire, Ghaith Rabadi
Simulation optimization (SO) is frequently challenged by noisy evaluations, high computational costs, and complex, multimodal search landscapes. This paper introduces Tabu-Enhanced…
Intelligent Agent for Hurricane Emergency Identification and Text Information Extraction from Streaming Social Media Big Data
Jingwei Huang, Wael Khallouli, Ghaith Rabadi +1
This paper presents our research on leveraging social media Big Data and AI to support hurricane disaster emergency response. The current practice of hurricane emergency response f…
Towards Digital Engineering -- The Advent of Digital Systems Engineering
Jingwei Huang, Adrian Gheorghe, Holly Handley +11
Digital Engineering, the digital transformation of engineering to leverage digital technologies, is coming globally. This paper explores digital systems engineering, which aims at…