Cohomology tree probability distribution: Difference between revisions
(Created page with "{{wikilocal}} ==Definition== Let <math>p</math> be a prime number and <math>n</math> be a positive integer. The '''cohomology tree probability distribution''' is a probability distribution on the set of isomorphism classes of groups of order <math>p^n</math> defined inductively as follows. ===Base case of inductive definition: definition for prime order (<math>n = 1</math>)=== There is only one group of order <math>p</math>, namely the cyclic group (see group o...") |
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Let <math>p</math> be a [[prime number]] and <math>n</math> be a positive integer. The '''cohomology tree probability distribution''' is a probability distribution on the set of isomorphism classes of groups of order <math>p^n</math> defined inductively as follows. | Let <math>p</math> be a [[prime number]] and <math>n</math> be a positive integer. The '''cohomology tree probability distribution''' is a probability distribution on the set of isomorphism classes of groups of order <math>p^n</math> defined inductively as follows. | ||
===Base case of inductive definition: definition for prime order ( | ===Base case of inductive definition: definition for prime order (n = 1)=== | ||
There is only one group of order <math>p</math>, 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. | There is only one group of order <math>p</math>, 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 | ===Induction step: probability distribution for groups of order p^n based on probability distribution for groups of order p^{n - 1} for n > 1=== | ||
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 <math>p^{n-1}</math> on the group of order <math>p</math>, to define group extensions. Let's go over this more specifically. | 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 <math>p^{n-1}</math> on the group of order <math>p</math>, to define group extensions. Let's go over this more specifically. | ||
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Denote by <math>C</math> the cyclic group of order <math>p</math>. | Denote by <math>C</math> the cyclic group of order <math>p</math>. | ||
For any group <math>G</math> of order <math>p^{n-1}</math>, the elements of the [[second cohomology group for trivial group action]] <math>H^2(G | For any group <math>G</math> of order <math>p^{n-1}</math>, the elements of the [[second cohomology group for trivial group action]] <math>H^2(G; C)</math> correspond to extensions with central subgroup <math>C</math> and quotient group <math>G</math>. Each of these extensions is therefore a group of order <math>p^n</math>. For each element of <math>H^2(G; C)</math>, give the isomorphism class (as a group of order <math>p^n</math>) of the corresponding group extension, a weight that equals the probability distribution weight of <math>G</math> divided by the size of <math>H^2(G; C)</math>. | ||
Now, sum up these weights as <math>G</math> varies over all isomorphism classes of groups of order <math>p^n</math>, to get a probability distribution for isomorphism classes of groups of order<math>p^n</math>. | Now, sum up these weights as <math>G</math> varies over all isomorphism classes of groups of order <math>p^n</math>, to get a probability distribution for isomorphism classes of groups of order<math>p^n</math>. | ||
===Notes=== | |||
* [[Prime power order implies not centerless]] can be used to show that every group of order <math>p^n</math> has a positive weight. Specifically, the center is nontrivial, so it has a subgroup of prime order, and the whole group can be obtained as an extension with normal subgroup as this group of prime order, and quotient of order <math>p^{n-1}</math>. | |||
* The term "cohomology tree" refers to the idea that this process of generating extensions can be depicted using a tree, whose root is the group of order <math>p</math>, the next layer is the groups of order <math>p^2</math>, and so on. Each layer of the tree is groups of order <math>p^n</math> for some <math>n</math>. Each node of the tree can be assigned a numeric value which is its weight in its probability distribution; the sum of the numeric values in each layer is 1. The value for a given node is the sum of the values of all its children. | |||
==Worked example for groups of prime-square order== | |||
Let's work out the cohomology tree probability distribution for [[groups of prime-square order]], i.e., groups of order <math>p^2</math> where <math>p</math> is a prime number. | |||
Denote by <math>C</math> the cyclic group of order <math>p</math>. | |||
Since there's only one group of order <math>p</math>, namely <math>C</math>, the cohomology tree probability distribution for order <math>p^2</math> is just based on the distribution of isomorphism classes of groups corresponding to the [[second cohomology group for trivial group action]] <math>H^2(C, C)</math>. | |||
This cohomology group is worked out at [[second cohomology group for trivial group action of group of prime order on group of prime order]]. The group <math>H^2(C; C)</math> has order <math>p</math>, with the identity element corresponding to the extension that is the elementary abelian group of order <math>p^2</math>, and the remaining <math>p - 1</math> non-identity elements corresponding to the extension that is the cyclic group of order <math>p^2</math>. | |||
The cohomology tree probability distribution therefore works out to the following: | |||
* Cyclic group of order <math>p^2</math>: This appears <math>p - 1</math> out of <math>p</math> times, so it gets weight <math>(p - 1)/p</math> or equivalently <math>1 - 1/p</math>. | |||
* Elementary abelian group of order <math>p^2</math>: This appears 1 out of <math>p</math> times, so it gets weight <math>1/p</math>. | |||
==Sketch of worked example for groups of order 8== | |||
Let's work out the cohomology tree probability distribution for groups of order 8. | |||
For groups of order 4, we have, per the above distribution for groups of prime-square order, that [[cyclic group:Z4]] and [[Klein four-group]] (the elementary abelian group of order 4) both have weight 1/2. | |||
To get the probability distribution for groups of order 8, we need to look at two cohomology groups. | |||
===Second cohomology group for trivial group action of cyclic group of order 4 on cyclic group of order 2=== | |||
This is covered in [[second cohomology group for trivial group action of Z4 on Z2]]. The cyclic group of order 4 itself has weight 1/2 in the cohomology tree probability distribution on groups of order 4, so the weights need to be multiplied by 1/2. | |||
The result is that the second cohomology group is cyclic of order two, and produces two isomorphism classes: | |||
* [[Direct product of Z4 and Z2]] occurs once, as the identity element, so it gets weight 1/2 times 1/2 = 1/4. | |||
* [[Cyclic group:Z8]] occurs once, as the non-identity element, so it gets weight 1/2 times 1/2 = 1/4. | |||
===Second cohomology group for trivial group action of Klein four-group on cyclic group of order 2=== | |||
This is covered in [[second cohomology group for trivial group action of V4 on Z2]]. The Klein four-group itself has weight 1/2 in the cohomology tree probability distribution on groups of order 4, so the weights need to be multiplied by 1/2. | |||
The result is that the second cohomology group is cyclic of order 8, and produces four isomorphism classes: | |||
* [[Elementary abelian group:E8]] occurs once, as the identity element, so it gets weight 1/2 times 1/8 = 1/16. | |||
* [[Direct product of Z4 and Z2]] occurs 3 times, so it gets weight 1/2 times 3/8 = 3/16. | |||
* [[Dihedral group:D8]] occurs 3 times, so it gets weight 1/2 times 3/8 = 3/16. | |||
* [[Quaternion group]] occurs once, so it gest weight 1/2 times 1/8 = 1/16. | |||
===Summing up=== | |||
* [[Cyclic group:Z8]] is in only the first list, with a total weight of 1/4. | |||
* [[Direct product of Z4 and Z2]] is in both lists, with weights of 1/4 and 3/16, totaling to 7/16. | |||
* [[Dihedral group:D8]] is in only the second list, with a total weight of 3/16. | |||
* [[Quaternion group]] is in only the second list, with a total weight of 1/16. | |||
* [[Elementary abelian group:E8]] is in only the second list, with a total weight of 1/16. | |||
We can verify that these weights add up to 1, confirming that we have obtained a probability distribution on the groups of order 8. |
Latest revision as of 03:51, 7 December 2024
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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 (n = 1)
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 p^n based on probability distribution for groups of order p^{n - 1} for n > 1
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.
Notes
- Prime power order implies not centerless can be used to show that every group of order has a positive weight. Specifically, the center is nontrivial, so it has a subgroup of prime order, and the whole group can be obtained as an extension with normal subgroup as this group of prime order, and quotient of order .
- The term "cohomology tree" refers to the idea that this process of generating extensions can be depicted using a tree, whose root is the group of order , the next layer is the groups of order , and so on. Each layer of the tree is groups of order for some . Each node of the tree can be assigned a numeric value which is its weight in its probability distribution; the sum of the numeric values in each layer is 1. The value for a given node is the sum of the values of all its children.
Worked example for groups of prime-square order
Let's work out the cohomology tree probability distribution for groups of prime-square order, i.e., groups of order where is a prime number.
Denote by the cyclic group of order .
Since there's only one group of order , namely , the cohomology tree probability distribution for order is just based on the distribution of isomorphism classes of groups corresponding to the second cohomology group for trivial group action .
This cohomology group is worked out at second cohomology group for trivial group action of group of prime order on group of prime order. The group has order , with the identity element corresponding to the extension that is the elementary abelian group of order , and the remaining non-identity elements corresponding to the extension that is the cyclic group of order .
The cohomology tree probability distribution therefore works out to the following:
- Cyclic group of order : This appears out of times, so it gets weight or equivalently .
- Elementary abelian group of order : This appears 1 out of times, so it gets weight .
Sketch of worked example for groups of order 8
Let's work out the cohomology tree probability distribution for groups of order 8.
For groups of order 4, we have, per the above distribution for groups of prime-square order, that cyclic group:Z4 and Klein four-group (the elementary abelian group of order 4) both have weight 1/2.
To get the probability distribution for groups of order 8, we need to look at two cohomology groups.
Second cohomology group for trivial group action of cyclic group of order 4 on cyclic group of order 2
This is covered in second cohomology group for trivial group action of Z4 on Z2. The cyclic group of order 4 itself has weight 1/2 in the cohomology tree probability distribution on groups of order 4, so the weights need to be multiplied by 1/2.
The result is that the second cohomology group is cyclic of order two, and produces two isomorphism classes:
- Direct product of Z4 and Z2 occurs once, as the identity element, so it gets weight 1/2 times 1/2 = 1/4.
- Cyclic group:Z8 occurs once, as the non-identity element, so it gets weight 1/2 times 1/2 = 1/4.
Second cohomology group for trivial group action of Klein four-group on cyclic group of order 2
This is covered in second cohomology group for trivial group action of V4 on Z2. The Klein four-group itself has weight 1/2 in the cohomology tree probability distribution on groups of order 4, so the weights need to be multiplied by 1/2.
The result is that the second cohomology group is cyclic of order 8, and produces four isomorphism classes:
- Elementary abelian group:E8 occurs once, as the identity element, so it gets weight 1/2 times 1/8 = 1/16.
- Direct product of Z4 and Z2 occurs 3 times, so it gets weight 1/2 times 3/8 = 3/16.
- Dihedral group:D8 occurs 3 times, so it gets weight 1/2 times 3/8 = 3/16.
- Quaternion group occurs once, so it gest weight 1/2 times 1/8 = 1/16.
Summing up
- Cyclic group:Z8 is in only the first list, with a total weight of 1/4.
- Direct product of Z4 and Z2 is in both lists, with weights of 1/4 and 3/16, totaling to 7/16.
- Dihedral group:D8 is in only the second list, with a total weight of 3/16.
- Quaternion group is in only the second list, with a total weight of 1/16.
- Elementary abelian group:E8 is in only the second list, with a total weight of 1/16.
We can verify that these weights add up to 1, confirming that we have obtained a probability distribution on the groups of order 8.