Yes, but it was called 'Opticks' The Opticks of 1704, which
first appeared in English, is Newton's most comprehensive and
readily accessible work on light and color. In Newton's words, the
purpose of the Opticks was 'not to explain the Properties of Light
by Hypotheses, but to propose and prove them by Reason and
Experiments.' Divided into three books, the Opticks moves from
definitions, axioms, propositions, and theorems to proof by
experiment. A subtle blend of mathematical reasoning and careful
observation, the Opticks became the model for experimental physics
in the 18th century.
Bibliography
http://www.clas.ufl.edu/users/rhatch/pages/01-Courses/current-courses/08sr-newton.htm
This website has alot of information on Sir Isaac Newton.