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Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

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Nội dung chi tiết: Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta eering dynamic compositions of coupled models to support the simulation of complex systemsBy Quang-Nghi HUYNHPresented and publicly defended on 05 Dec

ember 2016Examining committee:Alexis DROGOUL, Directeurde Recherches. 1RD (Thesis Director) Jean-Daniel ZUCKER. Directeur de Recherches, IRD (Co-super Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

visor)Bernard POTTIER, Professeur, UBO (Reviewer)Fabien MICHEL. Maine de Conferences, L1RMM (Reviewer)Nathalie CORSON. Maĩtre de Conferences. UFR (Exa

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

miner)Christian VINCENOT, Professeur. Université de Kyoto (Examiner) Minh-Thu TRAN-NGUYEN. Maitre de Conferences. CICT (Examiner)0.1 AcknowledgementFi

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta , for their continuous support, patience, motivation, enthusiasm, and immense knowledge. Their guidance helped me in doing research and writing this t

hesis. I would like to thank them as well for all the activities they organized, such as the training programs, coding camps, which brought me to the Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

world of research. 1 would like to thank the organizers, professors, and secretaries of the PD1 program (Programme Doctoral International) for allowin

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

g me to participate to the international network. I would like to thank Ms. Patricia Zizzo for her help for administrative points at the UPMC. A speci

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta and Kathy Baumonl for their advices, lessons and supports. 1 would like to thank my professors at UPMC (Paris), CTU (Cantho), 1RD (Bondy) and USTH (H

anoi). 1 would like to say a really big thank you to Dr. Lai Hien Phuong who has taken a lot of limes to review' the manuscript.In addition, 1 would l Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

ike to thank the members of my thesis committee, for their insightful comments, and hard questions. My sincere thanks also go to Vo Huynh Tram. Phan P

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

huong Lan and Io all my colleagues at Can Tho University w ho gave me lhe best conditions for doing research during these almost four years. 1 thank a

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta . Truong Chi Quang for their supports, suggestions for my research, and for all the fun we have had together. 1 also thank my friends, Arnaud Grignard

. Nguyen Huu Tri, Tran Nguyen Minh Thu, Nguyen Ngoc Doanh for their friendship and helpfulness.Last but not least, I would like to thank my family: my Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

parents HUYNH Van Sai and HUYNH Thi Nguyet. for their constant support in my life, and my wife DUONG Kim Ngan. for all her love and understanding. I

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

also thank my sister for her dedicated help during my study. HUYNH Nguyet Thanh.40.2 AbstractComputer modeling, in line with the evolution of software

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta they are intended to be used for decision-making in complex socio-environmcntal contexts, pledges for the use of flexible modeling techniques and sup

port tools. As a matter of fact, it is more and more common to integrate, into a same model, different sub-models which are defined at different scale Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

s of lime and space, and which can be expressed in different formalisms. Il can be due to the fact that they arc legacy models or that they support di

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

fferent points of view from different domains of expertise.Integrated modeling approaches (multi-simulation, multimodeling, etc.) have however proven

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta nd challenge lies in the alignment of the semantics of these components so that their integration does make sense, which is particularly critical in p

luridisciplinary models. A number of approaches have been proposed in the last 20 years to address these challenges. However, for different reasons de Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

scribed in this manuscript, none of them is really suitable to our context.We propose in this thesis an alternate approach, called co-modeling. which

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

borrows concepts and tools from agent-based modeling, agent-oriented software engineering and multimodel ecologies. Simply speaking, a co-model can be

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta thin the context of a larger representation of their — potentially dynamic — environment. The proposed approach does not aim at providing a general so

lution to the two challenges above, but al providing a framework in which modelers can easily implement their solution or test different coupling solu Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

tions.The proposed approach is fully implemented within the GAMA agent-based modeling platform. Its advantages are shown in terms of flexibility, comp

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta

osability and reusability in a number of case studies. The first case study is the dynamic coupling of equation-based and agent-based models to obtain

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

Integrating cognitive models of human decision making in agent based models an application to land use planning under climate change in the mekong river delta een successfully coupled.6

ỤPÍĨ1CDOCTORAL THESIS PIERRE AND MARIE CURIE UNIVERSITYSpecialityInformatics - Complex Systems Modeling Doctoral School EDITE de ParisCoModels: engine

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