[PDF][PDF] A local search based approach to solve continuous DCOPs

A Sarker, M Choudhury, MM Khan - Proceedings of the 20th …, 2021 - ifmas.csc.liv.ac.uk
Distributed Constraint Optimization Problems (DCOPs) are a powerful framework to model
cooperative multi-agent systems wherein multiple agents communicate directly or indirectly …

基于多种群的随机扰动蚁群算法求解分布式约束优化问题.

石美凤, 肖诗川, 冯欣 - Application Research of Computers …, 2022 - search.ebscohost.com
针对现有的基于蚁群优化思想求解分布式约束优化问题的算法收敛较慢, 容易陷入局部最优等
问题, 提出了一种基于多种群的随机扰动蚁群算法(randomdisturbancebasedmulti …

Resilient distributed constraint reasoning to autonomously configure and adapt IoT environments

P Rust, G Picard, F Ramparany - ACM Transactions on Internet …, 2022 - dl.acm.org
In this article, we investigate multi-agent techniques to install autonomy and adaptation in
IoT-based smart environment settings, like smart home scenarios. We particularly make use …

A Population-Based Search Approach to Solve Continuous Distributed Constraint Optimization Problems

X Liao, KD Hoang - Applied Sciences, 2024 - mdpi.com
Distributed Constraint Optimization Problems (DCOPs) are an efficient framework widely
used in multi-agent collaborative modeling. The traditional DCOP framework assumes that …

Accelerating recursive partition-based causal structure learning

MM Rahman, A Rasheed, MM Khan… - arXiv preprint arXiv …, 2021 - arxiv.org
Causal structure discovery from observational data is fundamental to the causal
understanding of autonomous systems such as medical decision support systems …

A particle swarm inspired approach for continuous distributed constraint optimization problems

M Choudhury, A Sarker, S Yaser, MMAA Khan… - … Applications of Artificial …, 2023 - Elsevier
Abstract Distributed Constraint Optimization Problems (DCOPs) are a widely studied
framework for coordinating interactions in cooperative multi-agent systems. In classical …

On population-based algorithms for distributed constraint optimization problems

S Mahmud, MM Khan, NR Jennings - arXiv preprint arXiv:2009.01625, 2020 - arxiv.org
Distributed Constraint Optimization Problems (DCOPs) are a widely studied class of
optimization problems in which interaction between a set of cooperative agents are modeled …

Optimizing Node Selection in Search Based Multi-Agent Path Finding

MA Alam, S Mahmud, M Mamun-Or-Rashid, MM Khan - 2024 - researchsquare.com
Abstract A Multi-Agent Path Finding (MAPF) problem involves the task of finding paths for
multiple agents who want to reach their destinations without obstructing other agents …

Elevating AI Research at Cognitive Agents and Interaction Lab: A Technical Report on High-Performance Computing Infrastructure

MM Khan - Authorea Preprints, 2023 - techrxiv.org
The Cognitive Agents and Interaction Lab (CAIL) at the University of Dhaka has strategically
developed a focused High-Performance Computing (HPC) facility, underpinning its niche in …

[PDF][PDF] Distributed algorithms in signal processing chains for 5G radio access technology

W Dawid Szymon - 2022 - aaltodoc.aalto.fi
Radio access technology (RAT) in 5G is a versatile and complex wireless communication
system. Requirements of this technology include providing high throughput, assuring low …