Sugarcane hybrids are complex aneu-polyploids (2n = 100-130) derived from inter-specific hybridization between ancestral polyploid species, namely S. officinarum L. and S. spontaneum L. Efforts to understand the sugarcane genome have recently been enhanced through the use of new molecular marker technologies. A framework genetic linkage map of Louisiana's popular cultivar LCP 85-384 was constructed using the selfed progeny and based on polymorphism derived from 64 AFLP, 19 SSR and 12 TRAP primer pairs. Of 1,111 polymorphic markers detected, 773 simplex (segregated in 3:1 ratio) and 182 duplex (segregate in 77:4 ratio) markers were used to construct the map using a LOD value of ≥ 4.0 and recombination threshold of 0.44. The genetic distances between pairs of markers linked in the coupling phase was computed using the Kosambi mapping function. Of the 955 markers, 718 simplex and 66 duplex markers were assigned to 108 co-segregation groups (CGs) with a cumulative map length of 5,617 cM and a density of 7.16 cM per marker. Fifty-five simplex and 116 duplex markers remained unlinked. With an estimated genome size of 12,313 cM for LCP 85-384, the map covered approximately 45.6% of the genome. Forty-four of the 108 CGs were assigned into 9 homo(eo)logous groups (HGs) based on information from locus-specific SSR and duplex markers, and repulsion phase linkages detected between CGs. Meiotic behavior of chromosomes in cytogenetic studies and repulsion phase linkage analysis between CGs in this study inferred the existence of strong preferential chromosome pairing behavior in LCP 85-384. This framework map marks an important beginning for future mapping of QTLs associated with important agronomic traits in the Louisiana sugarcane breeding programs.