Theoretical Framework and Practical Considerations for Achieving Superior Multi-Robot Exploration: Hybrid Cheetah Optimization with Intelligent Initial Configurations

A El Romeh, S Mirjalili - Mathematics, 2023 - mdpi.com
Efficient exploration in multi-robot systems is significantly influenced by the initial start
positions of the robots. This paper introduces the hybrid cheetah exploration technique with …

A centralized strategy for multi-agent exploration

F Gul, A Mir, I Mir, S Mir, TU Islaam, L Abualigah… - IEEE …, 2022 - ieeexplore.ieee.org
This paper introduces recently developed Aquila Optimization Algorithm specifically
configured for Multi-Robot space exploration. The proposed hybrid framework “Coordinated …

A new global optimization strategy for coordinated multi-robot exploration: Development and comparative evaluation

D Puig, MA García, L Wu - Robotics and Autonomous Systems, 2011 - Elsevier
This paper proposes a new multi-robot coordinated exploration algorithm that applies a
global optimization strategy based on K-Means clustering to guarantee a balanced and …

A two phase recursive tree propagation based multi-robotic exploration framework with fixed base station constraint

P Mukhija, KM Krishna, V Krishna - 2010 IEEE/RSJ …, 2010 - ieeexplore.ieee.org
A multi-robotic exploration with the requirement of communication link to a fixed base station
is presented in this paper. The robots organize themselves into roles of maintainers of …

CURE: A hierarchical framework for multi-robot autonomous exploration inspired by centroids of unknown regions

Q Bi, X Zhang, J Wen, Z Pan, S Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, a novel multi-robot autonomous exploration approach CURE is proposed
based on dynamic Voronoi diagrams and centroids of unknown connected regions …

Balanced multi-robot exploration through a global optimization strategy

L Wu, D Puig Valls, MÁ García García - 2010 - rua.ua.es
This paper reviews the state of the art in coordinated multi-robot exploration and proposes a
new exploration objective based on a practical scenery, reducing the difference of waiting …

Multi-robot space exploration: an augmented arithmetic approach

F Gul, I Mir, L Abualigah, P Sumari - IEEE Access, 2021 - ieeexplore.ieee.org
Space exploration refers to constructing a map with the aid of sensor data. This exploration
is achieved utilizing a group of robots in an obstacle cluttered environment and distributing …

Aquila Optimizer with parallel computing strategy for efficient environment exploration

F Gul, I Mir, S Mir - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Abstract This paper introduces Aquila Optimization Algorithm specifically configured for Multi-
Robot space exploration that can be utilized for a wide range of operations. The proposed …

Multi-robot exploration of unknown space using combined meta-heuristic salp swarm algorithm and deterministic coordinated multi-robot exploration

AE Romeh, S Mirjalili - Sensors, 2023 - mdpi.com
Multi-robot exploration means constructing a finite map using a group of robots in an
obstacle chaotic space. Uncertainties are reduced by distributing search tasks to robots and …

Distributed multirobot exploration based on scene partitioning and frontier selection

JJ Lopez-Perez… - Mathematical …, 2018 - Wiley Online Library
In mobile robotics, the exploration task consists of navigating through an unknown
environment and building a representation of it. The mobile robot community has developed …