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Agent Based Modeling
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== <span style="color: #FFFFFF;">Analyzing</span> == {| class="wikitable" |+ Equation-Based vs. Agent-Based ! Feature !! Equation-Based (Physics/Calc) !! Agent-Based (ABM) |- | Level || Top-Down (The whole group) || Bottom-Up (The individual) |- | Variation || Everyone is 'Average' || Everyone is 'Unique' |- | Interaction || Aggregate (Mean-Field) || Direct and Local |- | Strength || Very fast / Mathematically pure || Can find 'Surprising' emergence |- | Analogy || A 'Formula' || A 'Video Game' |} '''The Concept of "Verification vs. Validation"''': * '''Verification''': "Did I build the model right?" (Is the code bug-free?). * '''Validation''': "Did I build the right model?" (Does it actually look like a real city?). Analyzing the "Truthfulness" of a simulation is the most difficult part of ABM. </div> <div style="background-color: #483D8B; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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