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Operational research on an urban planning tool : application in the urban development of Strasbourg 1982 / Approche empirique de la restructuration urbaine : application d'un Système Multi Agent (SMA) à Strasbourg 1982Kaboli, Mohammad Hadi 28 June 2013 (has links)
L’Impact des caractéristiques spatiales sur les dynamiques de développement urbain est d’un grand intérêt dans les études urbaines. L’interaction entre les résidents et les caractéristiques spatiales est d’un intérêt particulier dans le contexte des modèles urbains car de nombreux modèles urbains sont fondés sur le processus d’installation des individus dans des parties spécifiques des villes. Il s’agit d’une étude sur la dynamique de développement urbain avec des Automates Cellulaires et un Système Multi-Agent. Le développement urbain de cette étude recouvre le « urban renewal » et la mobilité résidentielle. Il correspond à la mobilité résidentielle des ménages qui sont attirés par le confort résidentiel et le confort de centralité ; ces conforts sont localisés dans quelques quartiers de Strasbourg. La diversité et la qualité de ces conforts deviennent des critères pour les choix résidentiels de telle façon que chaque ménage recherche la proximité de ces conforts. Dans cette étude l’Automate Cellulaire modélise les caractéristiques techniques des unités spatiales, celles-ci sont identifiées par des attributs inhérents qui sont égaux aux conforts dans les résidences et dans les zones urbaines. Dans le Système Multi-Agent la population de la ville de Strasbourg interagit entre elle et avec la ville. Les agents représentent les classes socio-professionnelles des ménages. Pendant un changement spatio- temporel, l’aspiration des ménages forme le développement socio-spatio-temporelle de la ville. / The impact of spatial characteristics on the dynamics of urban development is a topic of great interest in urban studies. The interaction between the residents and the spatial characteristics is of particular interest in the context of urban models where some of the most famous urban models have been based on the process of individual settlements in some specific parts of cities.This research investigates the dynamism of urban development modeled by Cellular Automata and Multi-Agent System. The urban development, in this study embraces urban renewal and residential mobility. It corresponds to the residential mobility of households, attracted by residential and centrality comfort; these comforts are crystallized in some areas and residences of Strasbourg. The diversity and quality of these comforts become criteria for residential choice in a way that the households seek for proximity to these comforts.The Cellular Automata in this study, models the spatial characteristics of urban spatial units and they are identified by some inherent attributes that are equal to the comfort in residences and urban areas. The Multi- Agent System represent a system in which the population of the city interact between them and between them and the city; the agents delegate the socio-professional classes of households. During the spatiotemporal change, the aspiration of households forms the socio-spatio-temporal development of the city.
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Modélisation de la sécurisation d’accès aux réseaux par la technique de cryptographie asymétrique en utilisant la reconnaissance de l’iris et la technologie des agents / Modeling security for network access through asymmetric cryptography using iris recognition and agent technologyEl Khoury, Franjieh 18 December 2009 (has links)
La croissance exponentielle dans l’utilisation du réseau Internet ainsi que l’apparition de nouveaux types d’applications ont augmenté les contraintes du réseau en termes de sécurité. Depuis quelques années, les techniques biométriques ont prouvé une grande précision et fiabilité et ont été utilisées dans plusieurs domaines afin de sécuriser l’accès à différentes ressources. Des solutions intégrant des agents et des systèmes multi-agents (SMA) ont aussi prouvé leur efficacité pour la résolution de nombreux problèmes dans les réeaux. Nous proposons un modèle « IrisCrptoAgentSystem » (ICAS) basé sur la méthode biométrique pour l’authentification utilisant l’iris de l’œil et la méthode de cryptographie asymétrique utilisant l’algorithme « Rivest-Shamir-Adleman » (RSA), et en intégrant des agents. Ce modèle doit assurer un accès sécurisé aux informations et garantir la protection des informations confidentielles. Notre travail porte sur la mise en place de nouvelles méthodes dans le modèle d’authentification biométrique afin de donner plus d’efficacité à notre modèle ICAS. Nous introduisons des aspects prétopologiques dans l’élaboration de la hiérarchie indexée pour classer les gabarits DHVA. Notre approche consiste à améliorer les méthodes relatives à la localisation des contours externe et interne de l’iris. / The exponential growth in the use of the Internet as well as the emergence of new types of applications has increased the network’s constraints in terms f security. Fort the last several years, biometric techniques have proven their applicability and reliability in providing secure access to shared resources in different domains. Furthermore, software agents and multi-agent systems (MAS) have evidently been efficient in resolving several problems in network. Therefore, the aim of this research is to propose a model “IrisCryptoAgentSystem” (ICAS) that is based on a biometric method for authentication using the iris of the eyes and an asymmetric cryptography method using “Rivest-Shamir-Adleman” (RSA) in an agent-based architecture. This model should provide secure access to information and ensure the protection of confidential information. Therefore, our work focuses on the development of new methods in biometric autheitcation in order to provide greater efficiency in the ICAS model. We introduce pretopological aspects in the development of the indexed hierarchy to classify DHVA templates. Our approach aims to improve the existing methods for the localization of the external and the internal edges of the iris.
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[en] AWARE SOFTWARE DEVELOPMENT BASED ON REQUIREMENTS / [pt] DESENVOLVIMENTO DE SOFTWARE CONSCIENTE COM BASE EM REQUISITOSHERBET DE SOUZA CUNHA 25 March 2015 (has links)
[pt] Consciência de software (software awareness) tornou-se um requisito importante na construção de sistemas com capacidade de autoadaptação. Para que aplicações de software possam melhor se adaptar a mudanças nos diversos ambientes em que operam, ter consciência (no sentido de perceber e entender esses ambientes e a seu próprio funcionamento nestes ambientes) é fundamental. Entretanto, mesmo em um nível básico aplicado a software, consciência é um requisito difícil de definir. Nosso trabalho propõe a organização de um catálogo para o requisito de consciência de software, com mecanismos para instanciação e uso do conhecimento armazenado neste catálogo na modelagem e implementação de software para problemas onde a autoadaptação, e por consequência consciência, sejam requisitos chave. / [en] Software awareness has become an important requirement in the construction of self-adaptive systems. As such, the software should better adapt to changes in the various environments in which they operate, be aware of (in the sense of perceiving and understanding) these environment and be aware of its own operation in these environments. However, even at a basic level applied to software, awareness is a requirement difficult to define. Our work proposes the creation of a catalog to the awareness requirement through non-functional requirements patterns (NFR patterns). We also propose mechanisms for enabling the instantiation and use of the knowledge about awareness, represented in this catalog.
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Análise do modelo de Kiyotaki-Wright em simulações multiagentes que utilizam a plataforma Swarm / Analysis of the Kiyotaki-Wright Model in Multi-Agent Simulations that Use the Swarm PlatformRODOVALHO, Wildener Monteiro 10 February 2011 (has links)
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Previous issue date: 2011-02-10 / The goal of this dissertation is to make a methodological repetition of Duffy and Ochs's and Rouchier's works. Nonetheless, it tries to have a different focus. Among many theoreticaleconomical models which explain the emergence of money, there is one that distinguishes itself due to its simplicity, efficiency, and robustness: Kiyotaki-Wright's model. Therefore, some economists devoted themselves to apply this model in experiments with human beings and in computer simulations. Among those economists, Duffy and Ochs applied it later, correcting some flaws of the application process used by their predecessors. Duffy and Ochs's studies showed that Kiyotaki-Wright's model is actually valid for its purpose. However, besides all the efforts made, their agents were not able to achieve the foreseen equilibrium. In the same way, the French researcher Rouchier repeated methodologically the works of Duffy and Ochs while criticizing their implementation details. From this research, Rouchier creates other four sub-models in order to take her agents to the proposed equilibrium, obtaining partial success. In this dissertation, the computer system development platform is Swarm, especially created to multi-agent simulations and used, most of the time, in social and biological scope models. The agents' rationalization process is undertaken in trial and error way in accordance with the reinforcement learning technique, analyzing the answer given by the environment in each period. Finally, a new entity called Mediator is created to
intermediate the relations between agents and mainly to pair them randomly. The obtained results are, in general, closer to the equilibrium when compared to the results of previous
research. From them, some studies are made about the relation between the number of agents and the number of periods of simulation as values approximates the equilibrium. / O objetivo deste trabalho é realizar uma repetição metodológica dos trabalhos de Duffy, Ochs e Rouchier. Entretanto, ele possui um enfoque diferente. Dos vários modelos teóricoeconômicos que explicam o surgimento do dinheiro, um se destaca por sua simplicidade, eficiência e robustez: o modelo de Kiyotaki-Wright. Por este motivo, alguns economistas se propuseram a aplicar este modelo em experimentos com seres humanos e em simulações computacionais. Destes, Duffy e Ochs vieram pouco depois, corrigindo algumas falhas do processo de aplicação usado pelos que lhes antecederam. Os estudos de Duffy e Ochs
mostraram que o modelo de Kiyotaki-Wright é realmente válido para aquilo a que se propõe. No entanto, apesar dos esforços empreendidos, seus agentes não conseguiram alcançar o
equilíbrio previsto. Nesta mesma linha, a francesa Rouchier repetiu metodologicamente os trabalhos de Duffy e Ochs ao mesmo tempo em que criticava os detalhes de suas
implementações. Ao aproveitar a pesquisa, Rouchier criou quatro outros sub-modelos na tentativa de levar seus agentes ao equilíbrio proposto, alcançando um sucesso parcial. No presente trabalho, a plataforma de desenvolvimento do sistema computacional é a Swarm,
criada especificamente para simulações multi-agentes e usada, na maioria das vezes, em modelos dos campos social e biológico. O processo de racionalização dos agentes é dado na
forma de tentativa e erro como rege a técnica de aprendizado por reforço. Ele analisa, em cada período, a resposta dada pelo ambiente. Finalmente, uma nova entidade chamada de Mediador é criada para intermediar as relações entre os agentes e, principalmente, para colocá-los em pares de forma aleatória. Os resultados alcançados são, em geral, mais próximos do equilíbrio quando comparados aos resultados das pesquisas anteriores. A partir deles, são feitos alguns
estudos sobre a relação entre o número de agentes e o número de períodos da simulação com a aproximação dos valores para o equilíbrio.
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ESPECIFICAÇÃO DE UM SISTEMA MULTIAGENTE DE RECOMENDAÇÃO DE AÇÕES EM CASO DE FALHAS DE SISTEMAS DE AUTOMAÇÃO E CONTROLE / SPECIFICATION OF A MULTI-AGENT SYSTEM RECOMMENDATION FOR ACTION IN CASE OF FAILURES OF SYSTEMS AUTOMATION IN CONTROLQuintão, Heider Cristian Moura 15 February 2008 (has links)
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Previous issue date: 2008-02-15 / When equipment failure occur in complex industrial plants, the automation and control
system generates a great amount of alarms that can confuse the operators and lead them
to take wrong decisions - the time for decision taking is very short and the amount of
generated information is higher, being impossible for the operator read all of them before
taking the correct decision. The new industrial systems have presented functionalities that
try to minimize this deficiency presenting some support to the user, but still in an inefficient
form.
This work presents a proposal of an Alarm Management System based on Action
Recommendation - SIGARA, a knowledge-based tool which aims supporting users of
industrial control systems, when abnormal events occur. SIGARA is an action
recommender multi-agent system, shaped on the basis of the described tasks and phases
of the ONTORMAS ontology and MAAEM methodology.
Beyond searching the solution of a problem of the real world in the industries, the
proposed SIGARA presents some additional features not present on existing systems, as
the application of information filtering techniques in different processing phases, and also
the use of MAAEM and ONTORMAS in this new domain. / Quando ocorrem falhas de equipamentos em plantas industriais complexas, o sistema de
automação e controle gera uma grande quantidade de alarmes que podem confundir os
operadores e induzi-los a tomar decisões erradas. O tempo para a tomada de decisão é
muito curto e a quantidade de informação gerada é muito grande, sendo impossível que o
operador consiga ler todas antes de tomar a decisão correta. Os novos sistemas
industriais têm apresentado funcionalidades que buscam minimizar essa deficiência
apresentando algum suporte ao usuário, mas ainda de forma ineficiente.
O presente trabalho apresenta como proposta um Sistema Informatizado de
Gerenciamento de Alarmes baseado na Recomendação de Ações (SIGARA). É uma
ferramenta baseada em conhecimento que objetiva suportar usuários de sistemas
industriais de automação e controle, quando da ocorrência de alguma anomalia. O
SIGARA é um sistema multiagente de recomendação de ações, modelado com base nas
tarefas e fases descritas na ontologia ONTORMAS ( Ontology for Reusing Multi-agent
Software ), conforme a metodologia MAAEM ( Multi-Agent Application Engineering
Methodology ).
Além de buscar a solução de um problema do mundo real presente nas indústrias, o
SIGARA proposto apresenta alguns diferenciais frente aos existentes no mercado, como o
uso de técnicas de filtragem de informação em várias etapas do processamento das
informações, e também a aplicação da MAAEM e ONTORMAS que ainda não haviam
sido utilizadas nesse domínio.
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SISTEMA MULTIAGENTES PARA GERENCIAMENTO DE TRÁFEGO URBANO / MULTI-AGENT SYSTEM FOR MANAGEMENT OF URBAN TRAFFICSilva, Marcos Barros e 28 June 2005 (has links)
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Previous issue date: 2005-06-28 / This dissertation is part of TMS project whose objective is the development of a Intelligent Traffic Administration System . TMS has three fundamental functions: (1) Manage the necessary resources to the traffic control; (2) aid in the training of traffic employees; and (3) Accompany the changes of the urban traffic for ends of decision. TMS was conceived to assist the cities that doesn't have systems of traffic control and the others witch has the whole mounted structure with interlinked traffic lights. We show the conception of a system that seeks to assist the needs of traffic administration organs and, at the same time, allow its users to aid in the constant evolution of this management. We will specifically treat an architecture based on agents for our system, the technologies which the system uses and interactions among agents of traffic control. The prototype implemented in this work it allows the automation of the mechanisms of Traffic Administration operation - time of green and red of the traffic lights - turning the changes of semaphored plans the more dynamics as possible. / Esta dissertação é parte do Projeto TMS cujo objetivo é o desenvolvimento de um Sistema inteligente de Gerenciamento de Trânsito. O TMS tem três funções fundamentais : (1) Gerenciar os recursos necessários ao controle do tráfego ; (2) Ajudar no treinamento dos funcionários das companhias de trânsito ; e (3) Acompanhar as mudanças do tráfego urbano para fins de tomada de decisão. O TMS foi concebido para atender desde as cidades que não tem sistemas de controle de tráfego até aquelas que tem todo a estrutura montada com semáforos interligados, etc. Apresenta-se aqui a concepção do sistema que visa atender às necessidades dos órgãos de gerenciamento de trânsito e que, ao mesmo tempo, permita que os seus usuários pudessem auxiliar na constante evolução do mesmo. Trataremos especificamente da arquitetura baseada em agentes proposta para o sistema, as tecnologias que o fundamentam e apreendemos as interações entre agentes de controle de trânsito. O protótipo implementado neste trabalho permite a automação dos mecanismos de funcionamento de Gerenciamento de Trânsito tempo de verde e vermelho dos semáforos - tornando as mudanças de planos semafóricos as mais dinâmicas possíveis.
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Modelagem da Bolsa de Valores e dos Agentes de Negociação Aplicando AUML e Tropos / Modeling of the Stock Exchange and Trading Agents Applying Auml and TroposCosta Júnior, Fernando Pinheiro 13 December 2010 (has links)
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Previous issue date: 2010-12-13 / The present study attempts, through the methodology TROPOS, modeling a Multi-
Agent System for Stock Exchange whose goal is make negotiations among agents in
a Virtual Stock Exchange. The agents will act as investors in the Stock Market
making the purchase and sale of stocks. This model is intended to specify agents
with the ability to decide the best time for investing according to market indicators,
i.e., when is the better time to buy or sell stocks. The model can identify the agents,
the interaction protocols between agents, the applied technologies and the structures
of the application. Therefore, the JADE platform will support the development of
agents regarding the negotiation process. Such platform will provide communication
between agents creating Broker Agents to provide communication with other
Intermediate Agents whose information is collected in its Knowledge Base in order to
make the negotiation. The after examining this study, conclusions could be taken
about the subject explained and future suggested improvements can be
implemented. / O presente trabalho busca, através da metodologia TROPOS, modelar um Sistema
Multi-Agente para Bolsa de Valores com o objetivo de realizar negociações entre
agentes em uma Bolsa de Valores virtual. Os agentes irão desempenhar a função de
investidores na Bolsa de Valores, efetuando operações de compra e venda de
ações. Esta modelagem tem o propósito de especificar agentes com a capacidade
de decidir qual o melhor momento para realização dos investimentos pautado nos
indicadores de mercado, ou seja, qual a melhor hora para comprar ou vender títulos
de créditos. Neste sentido, serão identificados os agentes, os protocolos de
interação entre agentes, as tecnologias aplicadas, as estruturas da aplicação.
Portanto, a plataforma JADE dará suporte para o desenvolvimento dos agentes no
tocante ao processo de negociação. Tal plataforma proporcionará a comunicação
entre os agentes, criando Agentes Corretores a fim de proporcionar a comunicação
com outro Agente Intermediário com as informações adquiridas em sua Base de
Conhecimento para que assim seja realizada a negociação. Assim, após a análise
desta obra poderão ser retiradas conclusões acerca do tema explanado e sugeridas
melhorias para que no futuro possam ser implementadas.
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Contribution à l’ingénierie du changement dans les projets de développement de produits : modèle de référence et simulation par système multi-agents / Contribution to engineering change management in product development projects : reference models and multi-agent-based simulationZhang, Xin 19 November 2013 (has links)
L’objectif de cette thèse est de fournir des modèles de référence, les méthodes de soutien et des outils qui simulent les change propagations dans un projet de développement de produit (PD) pour aider les prises de décision. Nous établissons d’abord un cadre d’analyse des changes de modéliser le contexte du change apparition et la propagation en prenant en compte les multiples domaines du projet PD simultané- ment. Dans le cadre, nous proposons les modèles conceptuels de change apparition et la propagation qui fournissent une méthode pour identifier les change et propagation et impliquent certaines caractéristiques du change propagations. S’appuyant sur cela, nous vous proposons les procédures de mise en place des réseaux de propagation. Au sein du réseau, nous proposons la méthodologie de simulation de l’évolution propaga- tions, puis de présenter le processus de mise en uvre des méthodologies et des modèles comme un prototype en utilisant la technologie à base multi-agents. / The overall goal of this Ph.D. research is to provide reference models, support me- thods and tools that simulate change propagations in a Product Development (PD) project to assist decision-makings. We firstly establish a change analysis framework of modeling the context of change occurrence and propagation by taking into account the multiple knowledge areas of PD project simultaneously. Under the framework, we propose the conceptual models of change occurrence and change propagation that pro- vide a qualitative method to identify change and change propagation and imply some characteristics of change propagations. Relying on that, we suggest the procedures of building up the change propagation networks. Within the network, we propose the methodology of simulating change propagations and then present the process of im- plementing the methodologies and the models as a software prototype by using multi- agent based technology.
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Architecture distribuée à base d’agents pour optimiser la prise en charge des patients dans les services d’urgence en milieu hospitalier / Distributed agent based architecture to optimize the management of patients at the emergency department in hospitalsDaknou, Amani 06 July 2011 (has links)
Les établissements de santé sont confrontés à de nouveaux défis tels que le vieillissement de la population, la hausse des coûts des soins et les progrès rapides des technologies médicales. Les nouvelles politiques de contrôle du budget des soins ont été introduites pour augmenter l'efficacité, réduire les déchets et remodeler le système de santé.Ces établissements cibles présentent des réseaux complexes incluant de ressources humaines,financières, structurelles et technologiques visant à garantir les meilleurs soins. Ces enjeux concernent d’autant plus les services d’urgence engorgés par l’afflux massif des passages, qui doivent fournir des décisions rapides et assurer le dimensionnement de ses ressources afin de réduire les délais d’attente des patients sans compromettre la qualité de soin.L’objectif de cette thèse est de proposer des solutions appropriées aux services d’urgences permettant d’améliorer la prise en charge des patients en termes de temps d’attente. Nous avons commencé par analyser les problématiques de la filière des urgences afin d’engager une démarche d’amélioration. Par la suite, nous avons modélisé le processus de prise en charge des patients au service d’accueil des urgences à l’aide d’un système multi-agent ouvert et dynamique. Le système proposé permet de fournir une aide à la décision sur la planification de l’activité médicale et l’affectation des ressources humaines dans une unité où on se trouve souvent face à une situation d’urgence nécessitant une prise en charge rapide et efficace. Dans ce contexte, nous abordons le problème réactif d’optimisation de l’ordonnancement des opérations de soin et le problème de coordination du personnel médical. Nous nous intéressons au dimensionnement des ressources humaines au SU en adoptant une approche de prise en compte des compétences maîtrisées dans le but de trouver une adéquation avec celles requises par l’activité médicale afin avant tout d’accroitre la qualité, réduire les délais d’attente et permettre de dégager des gains de gestion / Health-care organizations are facing new challenges such as the aging population, the rise of health care costs and the rapid progress of medical technologies. New policies of health care budget control have been introduced to increase efficiency, reduce waste and reshape the entire health care system. Targeted organizations are complex networks of human,financial, structural and technological resources aiming at guarantying best public health care.These issues concern all the more Emergency Departments (ED) congested by the massive influx of passages and which must provide quick decisions and ensure the sizing of its resources to reduce waiting times for patients with out compromising quality of care.The objective of this thesis is to propose appropriate solutions to ED to improve carefor patients in terms of waiting time. We began by analyzing the problems of the emergency department in order to initiate a process of improvement. Subsequently, we modeled the process of care for patients at ED by using an open and dynamic multi-agent system. The proposed system can provide decision support on business planning and allocation of medical resources in a unit where one is often faced with an emergency situation requiring rapid and effective response. In this context, we study the reactive problem for optimizing scheduling of operations care and the coordination problem of medical staff. We take into account the skills mastered by human resources at ED in order to find a match with those required by the medical activity. This approach aims to increase quality, reduce time of expectation and provide pointers gains management
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Viab-Cell, développement d'un logiciel viabiliste sur processeur multicoeurs pour la simulation de la morphogénèse / Development of a viabilist software on multi-core CPU for morhogenesis simulationSarr, Abdoulaye 08 December 2016 (has links)
Ce travail présente un modèle théorique de morphogenèse animale, sous la forme d’un système complexe émergeant de nombreux comportements, processus internes, expressions et interactions cellulaires. Son implémentation repose sur un automate cellulaire orienté système multi-agents avec un couplage énergico-génétique entre les dynamiques cellulaires et les ressources.Notre objectif est de proposer des outils permettant l’étude numérique du développement de tissus cellulaires à travers une approche hybride (discrète/continue et qualitative/quantitative) pour modéliser les aspects génétiques, énergétiques et comportementaux des cellules. La modélisation de ces aspects s’inspire des principes de la théorie de la viabilité et des données expérimentales sur les premiers stades de division de l’embryon du poisson-zèbre.La théorie de la viabilité appliquée à la morphogenèse pose cependant de nouveaux défis en informatique pour pouvoir implémenter des algorithmes dédiés aux dynamiques morphologiques. Le choix de données biologiques pertinentes à considérer dans le modèle à proposer, la conception d’un modèle basé sur une théorie nouvelle, l’implémentation d’algorithmes adaptés reposant sur des processeurs puissants et le choix d’expérimentations pour éprouver nos propositions sont les enjeux fondamentaux de ces travaux. Les hypothèses que nous proposons sont discutées au moyen d’expérimentations in silico qui ont porté principalement sur l’atteignabilité et la capturabilité de formes de tissus ; sur la viabilité de l’évolution d’un tissu pour un horizon de temps ; sur la mise en évidence de nouvelles propriétés de tissus et la simulation de mécanismes tissulaires essentiels pour leur contrôlabilité face à des perturbations ; sur de nouvelles méthodes de caractérisation de tissus pathologiques, etc. De telles propositions doivent venir en appoint aux expérimentations in vitro et in vivo et permettre à terme de mieux comprendre les mécanismes régissant le développement de tissus. Plus particulièrement, nous avons mis en évidence lors du calcul de noyaux de viabilité les relations de causalité ascendante reliant la maintenance des cellules en fonction des ressources énergétiques disponibles et la viabilité du tissu en croissance. La dynamique de chaque cellule est associée à sa constitution énergétique et génétique. Le modèle est paramétré à travers une interface permettant de prendre en compte le nombre de coeurs à solliciter pour la simulation afin d’exploiter la puissance de calcul offerte par les matériels multi-coeurs. / This work presents a theoretical model of animal morphogenesis, as a complex system from which emerge cellular behaviors, internal processes, interactions and expressions. Its implementation is based on a cellular automaton oriented multi-agent system with an energico-genetic coupling between the cellular dynamics and resources. Our main purpose is to provide tools for the numerical study of tissue development through a hybrid approach (discrete/continuous and qualitative/quantitative) that models genetic, behavioral and energetic aspects of cells. The modeling of these aspects is based on the principles of viability theory and on experimental data on the early stages of the zebrafish embryo division. The viability theory applied to the morphogenesis, however, raises new challenges in computer science to implement algorithms dedicated to morphological dynamics. The choice of relevant biological data to be considered in the model to propose, the design of a model based on a new theory, the implementation of suitable algorithms based on powerful processors and the choice of experiments to test our proposals are fundamental issues of this work. The assumptions we offer are discussed using in silico experiments that focused on the reachability and catchability of tissue forms ; on the viability of the evolution of a tissue for a time horizon ; on the discovery of new tissue properties and simulation of tissue mechanisms that are fondamental for their controllability face to disruptions ; on new pathological tissue characterization methods, etc. Such proposals must come extra to support experiments in vitro and in vivo and eventually allow a better understanding of the mechanisms governing the development of tissues.In particular, we have highlighted through the computing of viability kernels the bottom causal relationship between the maintenance of cells according to available energy resources and the viability of the tissue in growth. The model is set through an interface that takes into account the number of cores to solicit for simulation in order to exploit the computing power offered by multicore hardware.
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