Simulation of Agent-rescuer Behaviour in Emergency Based on Modified Fuzzy Clustering
Although there are various methods and models of agent’s behaviour in emergencies, the problem of the synthesis of the optimal control systems, which can support best evolution strategies for agent-rescuers in emergency characterized by a high level of an uncertainty, is still needed. We developed the simulation of agent-rescuers behaviour in emergencies and proposed an effective modified fuzzy procedure for dynamical clustering of the crowd in order to define the optimal values of control parameters for agent-rescuers (such as speed of agents, time of waiting, distribution types of agents-rescuers between crowd clusters, etc.).
AAMAS'16: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems
Richland: International Foundation for Autonomous Agents and Multiagent Systems, 2016
, , International Journal of Pure and Applied Mathematics 2012 Vol. 79 No. 1 P. 121-138
In this research work is presented the approach to modeling of the crowd behavior (ensemble) in extreme situations based on methods of an agent simulation. The main feature of the approach is the taking into account the dynamics of each agent in researched ensemble. It is important to note, the effect of the full or partial ...
Added: September 26, 2012
, , Automation and Remote Control 2015 Vol. 76 No. 10 P. 1817-1827
An agent model of crowd (ensemble) behavior in emergencies was presented. This model is distinguished for the allowance for dynamics of each agent from the ensemble under consideration. The crowd effect manifests itself mostly as attraction or repulsion of closely set agents with a probability depending on the agent’s psychological type. Consideration was given to ...
Added: October 24, 2015
, , В кн.: XVI Апрельская международная научная конференция по проблемам развития экономики и общества: в 4 кн.. Кн. 4.: М.: Издательский дом НИУ ВШЭ, 2016.. С. 665-681.
В работе развивается феноменологический подход к моделированию поведения толпы, предложенный в работе . Рассматривается непрерывная стохастическая агентная модель движения людей в ограниченном пространстве с заданной геометрией с использованием уточнений как состояния агента, так и системы принятия решений агентом, приведенных в моделях Хелбинга [26, 27, 30] (молекулярный подход). Такая интеграция видится наиболее перспективным развитием данного класса ...
Added: October 26, 2015
L.: IEEE, 2016
IntelliSys 2016 conference will focus on areas of intelligent systems and artificial intelligence and how it applies to the real world. It is an opportunity for researchers in this field to meet and discuss solutions, scientific results, and methods in solving important problems in this field. Conference Topics include, but are not limited to: Artificial ...
Added: February 25, 2017
Impact of some types of mass gatherings on current suicide risk in an urban population: statistical and negative binomial regression analysis of time series.
, , et al., BMC Public Health 2014 Vol. 14
Many studies have investigated the impact of a wide range of social events on suicide-related behaviour. However, these studies have predominantly examined national events. The aim of this study is to provide a statistical evaluation of the relationship between mass gatherings in some relatively small urban sub-populations and the general suicide rates of a major ...
Added: July 11, 2014
Artificial General Intelligence. 13th International Conference, AGI 2020, St. Petersburg, Russia, September 16–19, 2020, Proceedings
Added: October 30, 2020