The invention relates to a forensic physical evidence multi-person identity
authentication method. The method comprises the following steps: S1, optimizing a short
tandem repeat map
mathematical model; s2, preprocessing the short
tandem repeat map
mathematical model to obtain sites containing information; s3, using a
mean shift algorithm to process peak points in the atlas, converging to a density local maximum point, and outputting the number of
modes as the preliminary
estimation of the number of contributors of the locus; s4, judging the
mixing ratio of each contributor by using a
gradient descent algorithm; and S5, generating an initial vector depending on the
mixing ratio according to the
mixing ratio, performing sliding matching by keeping the contribution amount of the contributor unchanged, finding an
allele size value suitable for
genome information contributed by each contributor, and generating a
genotype by searching an id corresponding to the nearest
allele size in an original map. By means of the design,
DNA information of multiple persons can be processed, and contributor composition and proportion of all components in mixed data are analyzed.