Distributed delay-tolerant strategies for equality-constraint sum-preserving resource allocation

M Doostmohammadian, A Aghasi… - Systems & Control …, 2023 - Elsevier
This paper proposes two nonlinear dynamics to solve constrained distributed optimization
problem for resource allocation over a multi-agent network. In this setup, coupling constraint …

Distributed energy resource management: All-time resource-demand feasibility, delay-tolerance, nonlinearity, and beyond

M Doostmohammadian - IEEE Control Systems Letters, 2023 - ieeexplore.ieee.org
In this letter, we propose distributed and networked energy management scenarios to
optimize the production and reservation of energy among a set of distributed energy nodes …

How clustering affects the convergence of decentralized optimization over networks: a Monte-Carlo-based approach

M Doostmohammadian, S Kharazmi… - Social Network Analysis …, 2024 - Springer
Decentralized algorithms have gained substantial interest owing to advancements in cloud
computing, Internet of Things (IoT), intelligent transportation networks, and parallel …

Survey of Distributed Algorithms for Resource Allocation over Multi-Agent Systems

M Doostmohammadian, A Aghasi, M Pirani… - arXiv preprint arXiv …, 2024 - arxiv.org
Resource allocation and scheduling in multi-agent systems present challenges due to
complex interactions and decentralization. This survey paper provides a comprehensive …

Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks

J Yan, X Shi, L Guo, Y Wan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this article, we investigate a constrained composition optimization problem in a directed
communication network. Each agent is equipped with a local objective function composed of …

Accelerated Distributed Allocation

M Doostmohammadian, A Aghasi - IEEE Signal Processing …, 2024 - ieeexplore.ieee.org
Distributed allocation finds applications in many scenarios including CPU scheduling,
distributed energy resource management, and networked coverage control. In this paper, we …

D-SVM over networked systems with non-ideal linking conditions

M Doostmohammadian, A Aghasi, H Zarrabi - Iran Journal of Computer …, 2023 - Springer
This paper considers distributed optimization algorithms, with application in binary
classification via distributed support vector machines (D-SVM) over multi-agent networks …

Robust-to-Noise Algorithms for Distributed Resource Allocation and Scheduling

M Doostmohammadian, A Aghasi - 2023 11th RSI International …, 2023 - ieeexplore.ieee.org
Efficient resource allocation and scheduling algorithms are essential for various distributed
applications, ranging from wireless networks and cloud computing platforms to autonomous …

Finite-Time Consensus Dual Algorithm for Distributed Optimization over Digraphs

W Jiang, T Charalambous - IFAC-PapersOnLine, 2023 - Elsevier
In this paper, we solve the convex distributed optimization problems, which include
unconstrained optimization and a special constrained problem commonly known as a …

Single-Bit Distributed Equality-Constraint Optimal Scheduling and Allocation

M Doostmohammadian, A Aghasi - Available at SSRN 4733123 - papers.ssrn.com
Distributed resource allocation finds applications in multi-agent-based networked learning
and scheduling scenarios. One main application is to distribute and parallelize the …