A qualitative review of applied optimization forms is given, illustrated by reference to the linear circuit design problem. When used to solve very difficult problems, optimization theory becomes extremely vague with many conflicting objectives. These opposing standpoints are discussed and an approach is described which attempts to handle the complications. Working online, many of these nebulous aspects can be considered at run-time. To illustrate this approach a lumped-element simulation of a coaxial cable over a frequency band of 1 2 MHz-1 GHz is described.