Stochastic Matrices in Cosmology

Click For Summary

Discussion Overview

The discussion revolves around the application of stochastic matrices in cosmology, particularly in the context of a linear algebra course assignment. Participants explore the availability of resources and examples related to this topic, while also sharing insights on relevant literature and concepts.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • The original poster (OP) seeks examples of stochastic matrices in cosmology and expresses difficulty in accessing relevant materials.
  • One participant suggests that many cosmology papers are available as free preprints on arxiv.org and recommends using Google Scholar to find free copies of scientific papers.
  • Another participant mentions that university libraries often have subscriptions to journals that may contain the needed information, encouraging the OP to check with their library.
  • A participant notes they have not encountered stochastic matrices in cosmology but references the Reduction Principle for Cosmological Natural Selection (CNS) as a potential related concept.
  • This participant elaborates on the Reduction Principle, discussing its implications for inheritance laws in cosmology and referencing a theorem by Karlin that relates to stochastic matrices.
  • Another participant recalls seeing stochastic matrices in the context of cosmology during graduate school and provides a link to a specific paper related to the topic.

Areas of Agreement / Disagreement

There is no consensus on specific applications of stochastic matrices in cosmology, and participants express varying levels of familiarity with the topic. Some provide suggestions for resources, while others admit a lack of direct experience with the subject matter.

Contextual Notes

Participants mention the availability of resources and literature but do not resolve the question of specific applications of stochastic matrices in cosmology. The discussion includes references to theoretical concepts that may or may not directly relate to the OP's inquiry.

Who May Find This Useful

Students and researchers interested in the intersection of linear algebra and cosmology, as well as those seeking resources for academic research in these fields.

TRB8985
Messages
74
Reaction score
15
Good afternoon all,

I'm taking a linear algebra course this semester, and upon entering the topic of 'Applications of Matrix Operations', my professor has given our class the opportunity to earn some extra credit points by writing a paragraph or two on the application of stochastic matrices in any particular field we like.

I'd really like to find some kind of material on some applications of stochastic matrices in cosmology, but unfortunately a large majority of the content out there is locked out from public access without shelling out a hefty fee to some organization or institute.

Could any professionals out there give just a small handful of examples of these kinds of matrices in cosmology or astrophysics? Or even better, shoot a link or two to some interesting tidbits of info on this topic? It would be very highly appreciated.

Thanks, and enjoy your upcoming weekends!
 
Space news on Phys.org
Most cosmology papers have free preprints available at arxiv.org. http://scholar.google.com is also very useful for finding free copies of scientific papers in general, if they exist online.
 
I addition to what Chalnoth said, university libraries often subscribe to relevant journals. You may want to check with your university library to see if things that are behind a paywall when you search on your own is available at your university.
 
Orodruin said:
I addition to what Chalnoth said, university libraries often subscribe to relevant journals. You may want to check with your university library to see if things that are behind a paywall when you search on your own is available at your university.
Or any computer on campus, really.

As for the OP, sorry that I don't have anything more specific to add. I haven't ever encountered stochastic matrices in cosmology.
 
Chalnoth said:
As for the OP, sorry that I don't have anything more specific to add. I haven't ever encountered stochastic matrices in cosmology.
Implications of the Reduction Principle for Cosmological Natural Selection maybe?

When mechanisms of variation themselves vary, they are subject to Feldman’s (1972) evolutionary Reduction Principle that selection favors greater faithfulness of replication. A theorem of Karlin (1982) allows one to generalize this principle beyond biological genetics to the unknown inheritance laws that would operate in CNS. The reduction principle for CNS is illustrated with a general multitype branching process model of universe creation containing competing inheritance laws. The most faithful inheritance law dominates the ensemble of universes. The Reduction Principle thus provides a mechanism to account for high fidelity of inheritance between universes.
the mathematical basis of the Reduction Principle was discovered by Karlin [25] (although he did not realize it) in a fundamental theorem on the interaction between growth and mixing: in a system of objects that (1) are changed from one state to another by some transformation processes, and (2) grow or decay in number depending on their state, then greater mixing produces slower growth or faster decay. To be precise, Karlin’s theorem states:
Theorem 1 (Karlin [25, Theorem 5.2]).
Let M be an irreducible stochastic matrix, and D a diagonal matrix with positive diagonal elements.
etc.

Garth
 
Last edited:
  • Like
Likes   Reactions: TRB8985

Similar threads

  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 0 ·
Replies
0
Views
3K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 10 ·
Replies
10
Views
4K
  • · Replies 2 ·
Replies
2
Views
5K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 10 ·
Replies
10
Views
4K
  • · Replies 7 ·
Replies
7
Views
3K