When architecture meets AI: A deep reinforcement learning approach for system of systems design

M Lin, T Chen, H Chen, B Ren, M Zhang - Advanced Engineering …, 2023 - Elsevier
How to design System of Systems has been widely concerned in recent years, especially in
military applications. This problem is also known as SoS architecting, which can be boiled …

Flexible and intelligent learning architectures for SoS (FILA-SoS): Architectural evolution in systems-of-systems

S Agarwal, LE Pape, CH Dagli, NK Ergin… - Procedia Computer …, 2015 - Elsevier
The dynamic planning for a system-of-systems is a challenging endeavor. Department of
Defense (DoD) programs constantly face challenges to incorporate new systems and …

A hybrid genetic algorithm and particle swarm optimization with type-2 fuzzy sets for generating systems of systems architectures

S Agarwal, LE Pape, CH Dagli - Procedia Computer Science, 2014 - Elsevier
Both modeling and simulating a system of systems (SoS) are difficult due not only to a
changing environment but also the unique behavior that is linked to different participating …

OPM & color petri nets based executable system of systems architecting: A building block in FILA-SoS

R Wang, S Agarwal, CH Dagli - 2015 Annual IEEE Systems …, 2015 - ieeexplore.ieee.org
The ability to coordinate intricate operations in both intelligence, surveillance and
reconnaissance (ISR) as well as search and rescue (SAR) operations is a complex issue …

Adaptive learning model for predicting negotiation behaviors through hybrid k-means clustering, linear vector quantization and 2-Tuple fuzzy linguistic model

S Agarwal, HR Saferpour, CH Dagli - Procedia Computer Science, 2014 - Elsevier
Abstract Acknowledged System of systems (SoS) manager has no direct control over
contributing systems yet they deliver capabilities required to meet the purpose of the SoS …

Executable system of systems architecture using opm in conjunction with colored petri net: A module for flexible intelligent and learning architectures for system of …

R Wang, S Agarwal, CH Dagli - INCOSE International …, 2014 - Wiley Online Library
The ability to coordinate intricate operations in both intelligence, surveillance and
reconnaissance (ISR) as well as search and rescue (SAR) operations is a complex issue …

[PDF][PDF] On Systems of Systems Engineering: Online Distance Education Systems Key Challenges

AA Al Shamsi - Global Journal of Computer Science and …, 2020 - researchgate.net
The British University in Dubai Abstract-Technology development have affected educational
delivery around the world. The utilization and implementation of online learning is rising at a …

Computational intelligence based complex adaptive system-of-system architecture evolution strategy

S Agarwal, CH Dagli, LE Pape - … & Management: Proceedings of the Sixth …, 2016 - Springer
There is a constant challenge to incorporate new systems and upgrade existing systems
under threats, constrained budget and uncertainty into systems of systems (SoS). It is …

[PDF][PDF] Adaptive Learning Model for Predicting Negotiation Behaviors through Hybrid KYmeans Clustering, Linear Vector Quantization and 2Ytuple Fuzzy Linguistic …

S Agarwalak, HR Saferpoura… - Procedia Computer …, 2014 - academia.edu
Abstract AcNnowledged System of systems (SoS) manager has no direct control over
contributing systems yet they deliver capabilities required to meet the purpose of the SoS …