Part 1 Fundamentals of Agent-Based Modeling 1) Agent-based Modeling and Simulation Validation by Scenario Analysis2) Aspiration-Based Learning to Balance Exploration and Exploitation in Organizational Learning"3) Agent-Based Simulation of Diversity and Organizational Performance4) Configering Agents' Attributes with Simulated Annealing5) Money Emergence on a Network Topology6) The Agent-based Diffusion Model: Simulating: Informative and Normative Effects on Consumer Networks"7) Agent-based Simulation Using a Model of Network Formation8) Firms interaction in a scale-free trade network and prices dynamics"9) Analysis and Modeling of Customer-Perceived Value of Medical Insurance Products" Part 2 Applications of Agent-Based Modeling 1) The Effects of Vaccination Strategies against Smallpox: Bioterrorism with Agent-based Simulation 2) Influence of Government Expenditure Policies and Tax Rate on GDP in an Agent-Based Artificial Economic System 3) The Role of Social Network in Migration and Economic Aggregation Through Brownian Agent Model 4) Agent-based Simulation for Pension System in Japan 5) The ASSA Project: An Intelligent Agent Simulation of Shop-Around Behavior 6) Extension of the iterative proportional fitting procedure and its evaluation using agent-based Models 7) An On-The-Fly Learning Framework for Fluctuating Number of Agents in a Multi-Agent System 8) Learning in "do-it-yourself lottery" with full information: a computational study​