
Theorem. let S be a finite idempotent commutative semigroup, then the commuting graph of S is connected.
Proof. each finite semigroup has an idempotent. Therefore, each connected component of S has an idempotent. The idempotents of S are commutative, so they must be connected by edges. Therefore, the commuting graph must be connected. \square
This is also true for any monoid or 0-simple semigroup. Connectivity is usually first step before you can say anything else interesting about the commuting graph of a semigroup. A next step is to consider the specific idempotents of a graph. The idempotents of a graph are all singleton principal adjacency filters. In this sense, there are many graphs that strictly idempotent. In order for these graphs to be idempotent commutative, they must be complete.
Theorem. let S be a semigroup with order greater then two and a minimum degree two triangle free commuting graph. Then S is not idempotent commutative.
Proof. (1) Compute the maximal commuting cliques of S. By the fact that S is triangle free they are all size two. We have that S is minimum degree two so every element of S is in at least two different size two cliques. Take the intersection of them and you get a singleton subsemigroup containing x. By the fact that \{x\} is a subsemigroup, we then have that x is idempotent. It follows that S is a band. (2) Finally, by the fact that S has order greater then two, is a band, and is triangle free we have that S cannot be idemponent commutative. \square
As there are no divisibility commutative non-commutative bands, semigroups with graphs of the preceding type cannot be divisibility commutative either. The condition of being idempotent commutative means that a semigroup is anticommutative subsemigroup free, which goes a long way towards generalizing commutativity. In an E-semigroup, the condition of being anticommutative subsemigroup-free is equivalent to idempotent commutativity. If a semigroup cannot be commutative, it goes a long way if it at least doesn't have any anticommutative components.
Example 1. the cyclic graph C_4

Example 2. the complete bipartite graph K_{2,3}.

Example 3. the cyclic graph C_n for any n \ge 4 is always the commuting graph of a band. Cyclic graphs are not complete, so these can never be the commuting graph of an idempotent commutative semigroup.
The previous three examples preceded by determining the incomplete strictly idempotent graphs, but we can actually fully classify all idempotent commutative triangle free graphs.
Theorem. let S be a semigroup with triangle-free commuting graph then:
- If S is idempotent central then its commuting graph is a star graph.
- If S is idempotent commutative, then its commuting graph is constructed from at most two star graphs by combining them by a bridge between their central vertices
(2) we have that every non-leaf node is idempotent. Suppose there is only one non-leaf node then S clearly forms a star graph as mentioned. On the other hand, if S has two non leaf nodes they are clearly connected. These two leaf nodes can have any number of leaf nodes adjoined to them. If we take the leaf nodes of the two non leaf nodes associated to them we get a star graph. The original graph can them be recovered by adjoining the two star graphs. \square
Example 1. the tadpole graph T_{4,1}

Example 2. the path graph P_5

Example 3. the path graph P_n cannot be idempotent commutative for n \ge 5.
We have now fully classified the types of triangle-free commuting graphs of idemptotent commutative semigroups. To conclude, I will mention something of the non-triangle-free case. In that case it is harder to find idempotents then to look for non leaf nodes.
Theorem. let S be a semigroup and x be a vertex. Then let G be graph of the centralizer of x minus x, or in other words the subgraph of proper neighbours of x. Then if G has at least two vertices including an isolated vertex y then it is idempotent.
Proof. by the fact that y has no other neighbours of x in its centralizer, the intersection of the centralizers of x and y is \{x,y\}. Then get any other adjacent element of x, say z then the centralizer of z intersected with \{x,y\} is \{x\}. This implies that x is idempotent. \square
Example 1. house graph

Example 2. the doubled square

This demonstrates that there are many commuting graphs that cannot be graphs of idempotent commutative semigroups, even within the class of connected graphs. This could be used to study the commuting graphs of inverse semigroups, or the set of isomorphism types of semigroups associated to commuting graphs.
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