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Agent Based Modeling
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== <span style="color: #FFFFFF;">Remembering</span> == * '''Agent-Based Modeling (ABM)''' β A simulation technique used to understand the behavior of a system by modeling its individual parts. * '''Agent''' β An autonomous entity in a simulation that follows a set of rules (e.g., a Person, a Car, a Bird). * '''Emergence''' β When a complex global behavior arises out of simple local rules (The "Magic" of ABM). * '''Environment''' β The virtual space in which agents move and interact (e.g., a Grid, a Network, or a Map). * '''Bounded Rationality''' β The idea that agents only have limited information and limited brainpower (unlike the "perfect" individuals in classical economics). * '''Local Interaction''' β Agents only react to things immediately around them, not the whole system. * '''Stochasticity''' β The use of "Randomness" in a model to represent the unpredictability of the real world. * '''Monte Carlo Simulation''' β Running the same model thousands of times with different random seeds to see the average outcome. * '''Validation''' β The process of ensuring that the model's output matches real-world data. * '''Emergent Property''' β A macro-level pattern that was not explicitly programmed (e.g., a traffic jam). * '''NetLogo''' β The most popular programming language and platform for building agent-based models. * '''Sensitivity Analysis''' β Testing how much the final result changes when you slightly change one individual rule. </div> <div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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