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available from different manufacturers). Using such computational strategies, the line is fully optimized from the power supply and distribution points of view for a number of scenarios and the distribution of poles and zeros are tailored in a way that facilitates the use of switching networks (instead of using constant impedance filters) in the line. For a number of applications, the simulations have suggested that one should consider receivers that can provide information regarding the delay, error rate, spectrum efficiency, block error rate, and signaling format while maximizing a utility function. The objective of this Chapter is to describe some of the optimization algorithms and study their convergence.
A somewhat different approach is to use iterative algorithms to solve nonlinear optimization problems based on an initial guess of the optimal solution. A typical iterative algorithm calls for calculation of some objective function and a line search method is used to calculate the direction of the optimal solution that requires the least evaluation of the objective function. This kind of approach forms the basis for solving many classes of nonlinear problems of industrial and commercial importance. An important part of the search process is to select a suitable line search method. In this paper, a number of commonly used line search methods are studied and comparisons of their performance are made for parameter sensitivities of the problems. d2c66b5586