Discrete simulation-based optimization methods for industrial engineering problems: A systematic literature review

WT de Sousa Junior, JAB Montevechi… - Computers & Industrial …, 2019 - Elsevier
In recent years, some attention has been driven to modeling, simulation, and optimization
techniques capable of representing and improving discrete event systems. These …

Distributed simulation: state-of-the-art and potential for operational research

SJE Taylor - European Journal of Operational Research, 2019 - Elsevier
Abstract In Operational Research conventional simulation practices typically focus on the
conceptualization, development and use of a single model simulated on a single computer …

Dynamic resource management across cloud-edge resources for performance-sensitive applications

S Shekhar, A Gokhale - … Symposium on Cluster, Cloud and Grid …, 2017 - ieeexplore.ieee.org
A large number of modern applications and systems are cloud-hosted, however, limitations
in performance assurances from the cloud, and the longer and often unpredictable endto …

Cloud-hosted simulation-as-a-service for high school STEM education

F Caglar, S Shekhar, A Gokhale, S Basu, T Rafi… - … Modelling Practice and …, 2015 - Elsevier
Despite their advanced status, nations such as the United States of America continue to face
a STEM (science, technology, engineering and mathematics) crisis in their education …

[PDF][PDF] Economic lot-size using machine learning, parallelism, metaheuristic and simulation

W de Sousa Junior, J Montevechi… - … Journal of Simulation …, 2019 - researchgate.net
The use of discrete event simulation optimisation methods is a tool commonly used as a
decisionmaking support system in industrial problems, concerning management and …

Shop floor simulation optimization using machine learning to improve parallel metaheuristics

WT de Sousa Junior, JAB Montevechi… - Expert Systems with …, 2020 - Elsevier
Simulation optimization is a tool commonly used as a decision-making support system on
industrial problems in order to find the best resource allocation, which has a direct influence …

A simulation as a service cloud middleware

S Shekhar, H Abdel-Aziz, M Walker, F Caglar… - Annals of …, 2016 - Springer
Many seemingly simple questions that individual users face in their daily lives may actually
require substantial number of computing resources to identify the right answers. For …

[HTML][HTML] Discrete event systems theory for fast stochastic simulation via tree expansion

BP Zeigler - Systems, 2024 - mdpi.com
Paratemporal methods based on tree expansion have proven to be effective in efficiently
generating the trajectories of stochastic systems. However, combinatorial explosion of …

Accelerated simulation of discrete event dynamic systems via a multi-fidelity modeling framework

SH Choi, KM Seo, TG Kim - Applied Sciences, 2017 - mdpi.com
Simulation analysis has been performed for simulation experiments of all possible input
combinations as a “what-if” analysis, which causes the simulation to be extremely time …

Communication Analysis of Network‐Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network

BG Kang, KM Seo, TG Kim - Complexity, 2018 - Wiley Online Library
Communication system in the network‐centric warfare (NCW) has been analyzed from the
perspective of the system of systems (SoS), which consists of a combat system and a …