For positive feedback delay , an initial condition at a single instant is insufficient. Prescribe a continuous function throughout : for , the derivative depends on . A right derivative at is understood; the earlier history need not itself obey the subsequent control law. Once this first interval is computed, it supplies the delayed values for the next interval. This successive integration is the method of steps for a delay differential equation. [ref]
https://math1um.github.io/Teaching/cain-reynolds-odes.pdf#page=174. John W. Cain and Angela M. Reynolds, Ordinary and Partial Differential Equations, sections 6.1 and 6.2: history and the method of steps
For the constant initial history of delayed feedback , direct integration givesFor , , the plant output crosses zero at , while its measured output remains positive until . At , the delayed command therefore increases the magnitude of the actual deviation. This short exact calculation explains the first diagram without relying on a numerical approximation.
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