The breeding of new sweetpotato varieties is a highly inefficient proc
ess, confounded by incompatibility, poor fertility, open-pollination a
nd hexaploidy. Upwards of 12-20 lines are combined in open pollinated
nurseries based on horticulturally important characteristics. After se
veral years of selection most progeny can be traced back to just 3 or
4 maternal lines. A method that would identify the paternal parent of
superior progeny would enable breeders to combine parents that exhibit
superior combining ability in more efficient, smaller nurseries. The
objective of this work is to explore by means of computer simulation t
he application of genealogy reconstruction techniques on hexaploid ind
ividuals based on co-dominant marker data. The progeny obtained from e
ach female parent is categorically assigned to each male with non-zero
exclusion probability based on its paternity likelihood. Computer sim
ulations show that even with polysomic segregation types, it is possib
le to discriminate between putative parents with few errors or mis-ass
ignments. The number of loci scored for a 10 parent population should
not be less than 20 in the case of 3 alleles per locus, and no more th
an 10 loci for a five allele model. An increment in the number of alle
les or loci increases the discriminatory power with the number of alle
les yielding a far more important effect than the number of loci. This
study also demonstrates the feasibility of using simulations to deter
mine the minimum requirements, i.e. number of loci to be genotyped, fo
r unambiguous parentage allocation in polyploids.