Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
The study of the complexity of Boolean functions has recently found applications in logic synthesis and optimization algorithms, as for instance in logic rewriting. Previous works have focused on the minimum length of Boolean chains for functions up to 5 inputs, being represented in terms of 2- and 3-input operators. In this work, we study the complexity of selfdual monotone 7-input Boolean functions in terms of 3-input majority operators. We use enumeration-based and SAT-based exact methods to find (i) the minimum number of operators in the shortest formula of a Boolean function, and (ii) the minimum length of its Boolean chain. Different generalizations and restrictions of majority Boolean chains are considered to represent functions. For instance, we consider leafy Boolean chains in which each step has at least one fanin that is an input variable, or majority Boolean chains that use complemented edges.
Giancarlo Ferrari Trecate, Muhammad Zakwan, Liang Xu
Giovanni De Micheli, Alessandro Tempia Calvino
Michael Christoph Gastpar, Aditya Pradeep, Ido Nachum