Exercise 3: Is yz Really Redundant in xy + xz + yz? — Possible Solution ==================================================================== THE COLLEAGUE'S CLAIM ------------------------------ That xy + xz + yz can be safely reduced to just xy + xz, with yz dropped as redundant. STEP 1: CHECK ALL 8 INPUT COMBINATIONS ------------------------------ x=0,y=0,z=0: full(xy+xz+yz)=0, reduced(xy+xz)=0. Match. x=0,y=0,z=1: full=0, reduced=0. Match. x=0,y=1,z=0: full=0, reduced=0. Match. x=0,y=1,z=1: full=1, reduced=0. MISMATCH. x=1,y=0,z=0: full=0, reduced=0. Match. x=1,y=0,z=1: full=1, reduced=1. Match. x=1,y=1,z=0: full=1, reduced=1. Match. x=1,y=1,z=1: full=1, reduced=1. Match. STEP 2: EXAMINE THE MISMATCH ------------------------------ At x=0, y=1, z=1: the full expression (xy+xz+yz) evaluates to 1, because yz = 1.1 = 1 (both x-containing terms, xy and xz, are 0 here since x=0). The reduced expression (xy+xz) evaluates to 0, since both its terms need x=1 to ever be 1, and x=0 here. RESULT ------------------------------ The colleague is WRONG. Dropping yz is not safe - it changes the function's output for the specific case x=0,y=1,z=1, where yz is the ONLY term keeping the overall expression true. Every one of the three terms in xy+xz+yz is genuinely necessary; none of them can be removed without changing the function. WHY THIS SEEMS PLAUSIBLE BUT ISN'T ------------------------------ It's tempting to assume any term built entirely from "already present" variables (y and z both appear in the other two terms too) must be redundant - but that reasoning only works if every case yz covers is ALSO covered by xy or xz. Here it isn't: yz is the only term that can be true when x=0, since the other two terms both require x=1. WHY THIS WORKS AS AN ANSWER ------------------------------ Rather than trusting or dismissing the colleague's claim on intuition, all 8 input combinations are checked explicitly, the single mismatching case is examined to explain WHY the reduced form fails there specifically, and the underlying reasoning error (assuming a term with "already-used" variables must be redundant) is named directly rather than left implicit.