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Evolutionary multi-agent systems [PDF]

The Knowledge Engineering Review, 2015
Abstract The aim of this paper is to give a survey on the development and applications of evolutionary multi-agent systems (EMAS). The paper starts with a general introduction describing the background, structure and behaviour of EMAS. EMAS application to solving global optimisation problems is presented in the next section along with
Aleksander Byrski, Rafal Drezewski, Leszek Siwik, Marek Kisiel-Dorohinicki   +3 more
openaire   +1 more source

Resilience-oriented lifecycle automation of structural RC elements via a multi-agent system framework

Journal of Intelligent Construction
Disjointed coordination between design, management, engineering, and production teams continues to hamper efficiency in various residential construction projects.
Artem Zaitsev
doaj   +1 more source

Digital autonomation of residential construction project lifecycle management via agentic-AI-driven PLM system

Journal of Intelligent Construction
Residential construction projects are characterized by high complexity, fragmented communication, and vulnerability to delays and budget overruns due to inefficient manual coordination.
Artem Zaitsev, Tatiana Kisel
doaj   +1 more source

Security in Multi-Agent Systems

Procedia Computer Science, 2015
AbstractMulti-agent systems become more and more popular due to successful implementations in different fields. However, there is a number of threats that can compromise security of the agent and jeopardize systems security. Therefore, security issues should be taken into consideration during development of multi-agent systems.
Yaqin Hedin, Esmiralda Moradian
openaire   +1 more source

Robust Model Selection for Plant Leaf Image Recognition Based on Evolutionary Ant Colony Optimization With Learning Rate Schedule

IEEE Access
Selecting optimal deep learning models is often a time-consuming process. To address this challenge, we propose a novel variant of the ant colony optimization (ACO) algorithm.
Thipwimon Chompookham, Sirawan Phiphitphatphaisit, Emmanuel Okafor, Olarik Surinta   +3 more
doaj   +1 more source

Int.2D-3D-CNN: Integrated 2D and 3D Convolutional Neural Networks for Video Violence Recognition

Mathematics
Intelligent video analysis tools have advanced significantly, with numerous cameras installed in various locations to enhance security and monitor unusual events. However, the effective detection and monitoring of violent incidents often depend on manual
Wimolsree Getsopon, Sirawan Phiphitphatphaisit, Emmanuel Okafor, Olarik Surinta   +3 more
doaj   +1 more source

A multi agent based system to enable dynamic vehicle routing

Transportes, 2015
The transport activities usually involves several actors and vehicles spread out on a network of streets. This complex system intricate the techniques to deal with dynamic events usually present in transport operations. In this context, as could be noted
Dmontier Pinheiro Aragão, Antônio Galvão Novaes, Mônica Maria Mendes Luna   +2 more
doaj   +1 more source

Automating the seismic-resilient design of fiber-reinforced concrete using a physics-informed multi-agent system

AI in Civil Engineering
The design of dynamically resilient concrete materials remains a complex, fragmented process that depends on iterative modelling, expert judgment, and poorly integrated workflows spanning structural analysis, material formulation, and seismic performance
Artem Zaitsev
doaj   +1 more source

Feasibility and Safety of Somato‐Cognitive Coordination Therapy for Cerebellar Ataxia Following Pediatric Brain Tumor Treatment

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Cerebellar ataxia after pediatric brain tumor treatment can cause persistent gait, balance, and speech impairment, yet no established rehabilitation strategy exists. Somato‐cognitive coordination therapy (SCCT) is a virtual reality–guided intervention designed to promote sensorimotor integration through visually constrained reaching
Masanobu Takeuchi, Takashi Matsuzawa, Jun Yamanishi, Masahiro Yoshitomi, Junji Ikeda, Shin‐Ichi Tsujimoto, Yasuteru Yamaguchi, Norio Shiba, Dhroov Pathare, Ayumi Kato, Masahiko Hara   +10 more
wiley   +1 more source

Multi-Agent Systems: A Survey

IEEE Access, 2018
Multi-agent systems (MASs) have received tremendous attention from scholars in different disciplines, including computer science and civil engineering, as a means to solve complex problems by subdividing them into smaller tasks. The individual tasks are allocated to autonomous entities, known as agents.
Ali Dorri, Salil S. Kanhere, Raja Jurdak
openaire   +3 more sources