Combinatorial Designs - Key Proof
The fundamental parameter relations for balanced designs follow from double-counting arguments, illustrating the power of combinatorial reasoning.
For a - design with blocks and replication number :
- Counting relation:
- Balance relation:
Proof of Counting Relation:
We count the number of point-block incidences (pairs where point is in block ) in two ways.
Method 1 (counting by blocks): Each block contains exactly points. With blocks total:
Method 2 (counting by points): Each point appears in exactly blocks (by definition of replication number). With points total:
Since both count the same thing: .
Proof of Balance Relation:
We count pairs where points and (with ) both appear in block .
Method 1 (counting by point pairs): Fix a point . There are choices for the other point . The pair appears in exactly blocks (by the -design property).
Total for all choices of :
But this counts each triple twice: once with as the "fixed" point and once with as the fixed point. Therefore:
Method 2 (counting by blocks): Fix a block containing points. The number of unordered pairs from these points is .
With blocks total:
Equating the two counts:
Substituting from the counting relation:
This completes the proof.
Alternative Proof (for Balance Relation):
Fix a point . It appears in blocks. Each of these blocks contains other points (besides ).
Total number of point pairs with in a block is (counting with multiplicity).
But there are other points , and each pair appears in exactly blocks.
Therefore: .
For the - Fano plane:
- From balance relation: ✓
- From counting relation: ✓
Each point is in 3 lines, there are 7 lines total, and each line has 3 points.
These relations, though simple, are fundamental constraints on design parameters. They immediately eliminate many impossible parameter sets (e.g., if doesn't divide , no design exists). Combined with Fisher's inequality and number-theoretic constraints (Bruck-Ryser-Chowla theorem), they significantly restrict the possible parameter values. The relations also guide design construction: given , , satisfying necessary conditions, we can compute the required and , then attempt construction. These double-counting arguments exemplify the combinatorial method: count the same objects in different ways to derive identities.