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Questions about the properties of vector spaces and linear transformations, including linear systems in general.

0 votes
0 answers
686 views

Heat equation with graph laplacian

I would like to start with considering the time-dependent heat equation on a connected graph and consider its Laplacian matrix. Suppose we have a connected graph with unknown temperature on vertices. …
Royeh's user avatar
  • 161
0 votes
0 answers
80 views

Finding gradient of an optimization

I am trying to find the gradient of the following optimization problem and then add to objective, but I got some trouble in computing. Could you please help me? Assume that we have an optimization pr …
Royeh's user avatar
  • 161
2 votes
1 answer
357 views

positive semidefinite matrix condition

There is a great work of Alizadeh that in section 4 speaks about Minimizing sum of the first few(k-largest) eigenvalues of a symmetric matrix. Instead of a symmetric model we use the weighted Laplacia …
Royeh's user avatar
  • 161
2 votes
0 answers
143 views

Optimization over Spectral Laplacian in cycles and trees

Is there any idea on how one can deal with an optimization problem of sum of k largest eigenvalues(min) of Laplacian matrix of a simple cycle or tree? I would like to use semidefinite programming for …
Royeh's user avatar
  • 161