Agent Based Modeling and Simulation of Causal Maps
نویسندگان
چکیده
This paper provides a background discussion of agent-based modeling (ABM) and simulation and its support for strategic decision support. Causal mapping is introduced as a structured method for situational formulation and analysis of unstructured strategic problems. Causal mapping includes specific processes and analytical approaches offering cognitive modeling support for problem formulation and scenario planning. A prototype system for the development and simulation of causal maps that uses RePast 2.0, a java based ABM simulation library is described. The research opens the door to using human/agent-based conceptual models to guide intelligent searches of internet, intranet and extranet space. Given the wealth of information available from such sources, the development of a human-artificial conceptual map will be an invaluable guide to selecting relevant information for strategic decision making.
منابع مشابه
Agent-based Modeling and Simulation of Strategic Scenarios with Repast 2.0
This paper provides a background discussion of agent -based modeling (ABM) and simulation of strategic scenarios. Causal mapping is introduced as a structured method for situational formulation and analysis of unstructured strategic problems. Causal mapping includes specific processes and analytical approaches offering cognitive modeling support for problem formulation and scenario planning. A ...
متن کاملAn Agent- based Modeling for Breast Tissue Simulation and the Growth and Spread of Tumor in Various Breast Cancer States
Introduction: Breast cancer is a cancer that is caused by abnormal growth of breast cells. Modeling and simulation of the growth and treatment of breast cancer, along with providing the possibility of doing experiments and research, can reduce the time and cost of treatment by predicting some cases. The purpose of the present research was to develop an agent-based model for the simulation of b...
متن کاملAn Agent- based Modeling for Breast Tissue Simulation and the Growth and Spread of Tumor in Various Breast Cancer States
Introduction: Breast cancer is a cancer that is caused by abnormal growth of breast cells. Modeling and simulation of the growth and treatment of breast cancer, along with providing the possibility of doing experiments and research, can reduce the time and cost of treatment by predicting some cases. The purpose of the present research was to develop an agent-based model for the simulation of b...
متن کاملPeer Pressure in Smoking and its Impact on Social Welfare; A Study Using Agent-based Modeling and Simulation
Many people die each year due to smoking. Social pressures, such as peer pressure, which are manifested in one's interactions with his/her peers, are from very effective factors in people's tendency to smoke. In this research, it was attempted to study and analyze peer pressure in smoking and its impact on some of the welfare indicators including mortality number due to starvation, wealth avera...
متن کاملSimulation of The Impact of Income Distribution on Social Unrest Using Agent-based Modeling Approach
Abstract Poverty and various forms of inequality, including class, gender, racial, and ethnic inequalities, are caused by imbalances of power relations and make society prone to social instability and unrest; Inequalities that are by-products of the growing power imbalances between the rich and the poor. The problems of poverty and inequality are inextricably linked to powerful economic and p...
متن کامل