Distributed stochastic algorithm based on enhanced genetic algorithm for path planning of multi-UAV cooperative area search

J Zheng, M Ding, L Sun, H Liu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multiple unmanned aerial vehicle (Multi-UAV) cooperative area search is an important and
effective means of intelligence acquisition and disaster rescue. Search path planning is a …

[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 …

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 …

Group Correction-based Local Disturbance Particle Swarm Optimization algorithm for solving Continuous Distributed Constraint Optimization Problems

M Shi, H Xin, M Yokoo - 2024 IEEE Conference on Artificial …, 2024 - ieeexplore.ieee.org
Continuous Distributed Constraint Optimization Problems (C-DCOPs) are a significant
constraint handling framework to model continuous variable problems of multi-agent …

A dual-population search differential evolution algorithm for functional distributed constraint optimization problems

M Shi, X Liao, Y Chen - Annals of Mathematics and Artificial Intelligence, 2022 - Springer
Abstract Functional Distributed Constraint Optimization Problems (F-DCOPs) is a constraint
processing framework for continuous variables in multi-agent system modeling. In the past …

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 …

Empowering distributed constraint optimization with deep learning

Y Deng - 2023 - dr.ntu.edu.sg
Distributed Constraint Optimization Problems (DCOPs) are a fundamental formalism for multi-
agent coordination, in which a set of autonomous agents cooperatively find assignments to …