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3.2.3

Discrete Data and 2D Cases

When the data d is available at discrete points: , , the Euler equation for the adaptive string is

where is the Dirac delta function. Integrating the above equation once yields

where c is a constant. From the above, the solution f is determined by the following

with appropriate boundary conditions at and . Obviously, f in this case is piecewise continuous; more exactly, it is composed of consecutively joined line segments.

The adaptive string model can be extended to 2D and higher order equivalents. The 2D adaptive membrane has the following

 

corresponding to the Euler equation (3.25), where data and solution represent images. Extending the DA to second order, one obtains the following for the adaptive rod on 1D

 

and for the adaptive plate on 2D