Cohomology tree probability distribution
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Definition
Let be a prime number and be a positive integer. The cohomology tree probability distribution is a probability distribution on the set of isomorphism classes of groups of order defined inductively as follows.
Base case of inductive definition: definition for prime order ()
There is only one group of order , namely the cyclic group (see group of prime order). Therefore there is only one allowed probability distribution, that assigns a weight of 1 to this unique group.
Induction step: probability distribution for groups of order based on probability distribution for groups of order for
Conceptually, the induction step is essentially a convolution product with the convolution process being the use of the second cohomology group for the trivial action of groups of order on the group of order , to define group extensions. Let's go over this more specifically.
Denote by the cyclic group of order .
For any group of order , the elements of the second cohomology group for trivial group action correspond to extensions with central subgroup and quotient group . Each of these extensions is therefore a group of order . For each element of , give the isomorphism class (as a group of order ) of the corresponding group extension, a weight that equals the probability distribution weight of divided by the size of .
Now, sum up these weights as varies over all isomorphism classes of groups of order , to get a probability distribution for isomorphism classes of groups of order.