An Overview of Recent Developments in Big Boolean Equations (2302.09118v1)

Abstract: Methods of solving big Boolean equations can be broadly classified as algebraic, tabular, numerical and map methods. The most prominent among these classes are the algebraic and map methods. This paper surveys and compares these two types of methods as regards simplicity, efficiency, and usability. The paper identifies the main types of solutions of Boolean equations as subsumptive general solutions, parametric general solutions and particular solutions. In a subsumptive general solution, each of the variables is expressed as an interval based on successive conjunctive or disjunctive eliminants of the original function. In a parametric general solution each of the variables is expressed via arbitrary parameters which are freely chosen elements of the underlying Boolean algebra. A particular solution is an assignment from the underlying Boolean algebra to every pertinent variable that makes the Boolean equation an identity. The paper offers a tutorial exposition, review, and comparison of the three types of solutions by way of an illustrative example. This example is also viewed from the perspective of a recently developed technique that relies on atomic decomposition. Map techniques are demonstrated to be at least competitive with (and occasionally superior to) algebraic techniques, since they have a better control on the minimality of the pertinent function representations, and hence are more capable of producing more compact solutions.