A recent symposium on numerical cladistics held at the American Museum of N
atural History in New York City, addressed novel methods for searching tree
space, applications of randomizations in cladistic analysis, and data mana
gement. One of the major concerns in systematics is that of finding the glo
bal optimum in tree length. The space to search is complex because it inclu
des many local optima. It is a difficult task to escape local optima withou
t a great loss in efficiency. The ideal is to search among suboptimal topol
ogies and still obtain an answer in a reasonable amount of time. Nixon pres
ented a new family of methods called "parsimony ratchet," which are success
ful at escaping local optima. Moilanen presented a new program which may ha
ve similar advantages. Two presentations, one by Goloboff and Farris and an
other by Farris, Goloboff, Kallersjo, and Oxelman, introduced modifications
to parsimony jackknifing that improved its accuracy when compared to norma
l heuristic searches. Wheeler discussed the advantages of new methods of an
alyzing DNA and protein sequence data, which eliminate multiple alignment;
the most recent one packs nucleotides into strings which constitute the new
characters. Siddall discussed different applications of randomization in c
ladistics and their logical consistency, finding some more acceptable than
others. Nixon and Carpenter presented a new program for managing data. This
symposium will probably be a landmark judging from the originality and pra
cticality of the points presented. (C) 1999 The Willi Hennig Society.