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Encyclopedia > Amortized analysis

In computational complexity theory, amortized analysis is the time per operation averaged over a worst_case sequence of operations. Amortized analysis differs from average_case performance in that probability is not involved; amortized analysis guarantees the time per operation over worst-case performance.


There are several techniques used in amortized analysis:

  • Aggregate analysis determines the upper bound T(n) on the total cost of a sequence of n operations, then calculates the average cost to be T(n)/n.
  • Accounting method determines the individual cost of each operation.
  • Potential method is like the accounting method, but overcharges operations early to compensate for undercharges later.



 
 

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