| Cultivated peanut, Arachis hypogaea L., is a tetraploid (2n = 4x = 40) species considered to be of allopolyploid origin. Its closest relatives are the diploid (2 n = 2x = 20) species included with it in section Arachis. An understanding of taxonomic relationships among those species may allow for more efficient utilization of alien germplasm in applied peanut improvement. A total of 108 accessions, representing 26 species in section Arachis were genotyped with AFLP markers. Cluster and principal component analyses of the data supported previous taxonomic classifications and genome designations.;Accession 10602 of A. diogoi possesses resistance to TSWV. Associating molecular markers with resistance would greatly aid in the transfer of resistance into high performing A. hypogaea backgrounds. A genetic linkage map was constructed for an F2 population of A. kuhlmannii x A. diogoi. The map consisted of 102 AFLP markers grouped into 12 linkage groups and spanning 1068.1 cM. The map allowed the evaluation of the Arachis genome for associations between response to TSWV infection and the AFLP markers. Five markers, all located in the same linkage group (LG V) were closely associated (0.0009 < P < 0.0021) with TSWV resistance.;Best Linear Unbiased Prediction (BLUP) is a method for estimating the breeding value of a parent based on its own performance as well as that of its relatives. The method was used in the present study to identify lines with superior ability to transmit TSWV field resistance to their progeny. BLUPs for yield, meat content, crop value, and pod brightness also were calculated. Six different weighting schemes were designed and used for index selection in order to pick lines with superior breeding values for a combination of all traits analyzed. Thirteen lines were selected with at least four of the six weighting schemes suggesting that these lines should be able to transmit to their progenies not only reduced TSWV incidence, but also increased yields and improved quality traits. |