UnboundDynamics

A name with possibilities.

Compare capped growth

The fictional model begins with state x equal to 1 at step zero. One version doubles x and adds 1 at each update. A second version applies the same calculation but caps the resulting state at 10. Compare four updates. The numbers represent abstract states rather than a physical population, financial quantity or measured process.

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Uncapped updatesStart at step zero: x = 1Rule: next x = 2x + 1States: 1, 3, 7, 15, 31Four updates; five displayed statesEvery update uses the previous state

01

Calculate the uncapped sequence

Starting from x at step zero equal to 1, apply the rule x next equals two times x plus 1. Step one is 3, step two is 7, step three is 15 and step four is 31. Each value is calculated from the previous row, not directly from the step number. The sequence contains five displayed states because the initial value is included alongside four updates. A reference table should retain that first row so a reader can reproduce the calculation and distinguish the number of updates from the number of entries.

Capped updatesCap the result at 10 each timeRule: next x = min(2x + 1, 10)States: 1, 3, 7, 10, 10First cap applies at step threeThe stored state remains 10

02

Apply the cap at each update

For the capped version of this fictional model, calculate two times the current state plus 1, then take the smaller of that result and 10. The states are 1, 3, 7, 10 and 10. At the third update, the raw result would be 15, so the cap changes it to 10. The next raw result is 21 and is again reduced to 10. This version therefore remains at 10 after reaching the cap. The cap is applied during every update, not merely to the final displayed number, which matters if later rules depend on the stored state.

Compare statesDifferences by stepSteps zero, one, two: 0Step three: 15 − 10 = 5Step four: 31 − 10 = 21A comparison of explicitly chosen rules

03

Compare the paths without overinterpreting

Use columns for step, uncapped state, capped state and their difference. The differences from step zero through four are 0, 0, 0, 5 and 21. The paths first diverge at step three. Record the initial value, multiplier, added amount and cap above the table so another reader can reconstruct both sequences. These results describe the chosen recurrence only. A different model might oscillate, decrease or respond to outside inputs, so the exercise supports a specific comparison of rules rather than a general claim about how growing systems behave.

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