In the following sections we will describe the stability challenges we encountered while developing our IRLS algorithm, along with our proposed solutions. This is followed by an evaluation of these solutions, and a summary of our conclusions. For convenience we have summarized the proposed stability parameters in Table 5.3. Figure 5.3 shows our LR description tree, with a box indicating the branch relevant to this section.