Parsimony analyses have been shown to be effective for estimating the
branching sequences of evolution. Because pedigree estimation is equiv
alent to phylogeny estimation, our objective was to examine the useful
ness of maximum parsimony in estimating relationships based on restric
tion fragment length polymorphisms (RFLP). Eighteen sorghum [Sorghum b
icolor (L.) Moench] lines, with known relationships were used in this
study. Sorghum DNA was cut with various restriction enzymes and hybrid
ized with 76 maize RFLP probes. The RFLP data were scored with a binar
y and multi-state coding system. In the binary coding system, each pol
ymorphic band was a separate character. In the multi-state coding syst
em, each probe-enzyme combination was a separate character. Binary cha
racters were analyzed with Wagner, unrooted Dollo, and threshold (T =
2, = 3, = 4) methods and multi-state characters were treated as unorde
red. Wagner and threshold (T = 4) models gave the highest degree of re
solution. Parsimony analyses are effective tools for estimating plant
breeding pedigrees and provide breeders with new tools for the analysi
s for germplasm variation, investigations of line origin, and determin
ation of relationships in complex phylogenies of pedigrees.