Leading eigenvalues - MathOverflow most recent 30 from http://mathoverflow.net2013-05-22T17:14:19Zhttp://mathoverflow.net/feeds/question/43815http://www.creativecommons.org/licenses/by-nc/2.5/rdfhttp://mathoverflow.net/questions/43815/leading-eigenvaluesLeading eigenvaluesfiliz2010-10-27T15:42:20Z2010-10-27T16:12:05Z
<p>If I know about the leading eigenvalues and the eigenfunctions of two operators, is there any result about the leading eigenvalue of the sum of the two operators?</p>
http://mathoverflow.net/questions/43815/leading-eigenvalues/43817#43817Answer by ohai for Leading eigenvaluesohai2010-10-27T15:49:57Z2010-10-27T16:00:31Z<p>I would guess that the magnitude of the leading eigenvalue of the sum is at most the sum of the magnitudes of the leading eigenvalues of the two operators, because the size of the leading eigenvalue is like a norm and the norms have the triangle inequality.</p>
<p>Added: I guess this assumes the operators are self adjoint.</p>
http://mathoverflow.net/questions/43815/leading-eigenvalues/43818#43818Answer by Homology for Leading eigenvaluesHomology2010-10-27T15:53:39Z2010-10-27T15:53:39Z<p>You need to add some assumption, otherwise $\begin{pmatrix} 1 & n \\ 0 & 1 \end{pmatrix}$ and $\begin{pmatrix} 0 & 0 \\ 1 & 0 \end{pmatrix}$ add to a matrix with eigenvalues $1 \pm \sqrt{n}$.
Maybe your operators are self-adjoint?</p>
http://mathoverflow.net/questions/43815/leading-eigenvalues/43823#43823Answer by David Speyer for Leading eigenvaluesDavid Speyer2010-10-27T16:12:05Z2010-10-27T16:12:05Z<p>If $A$ is self adjoint, and $\lambda$ its leading eigenvalue, then <code>$\lambda = \mathrm{sup}_{\langle u,u \rangle =1} \langle u, Au \rangle$</code>. If $A$ and $B$ are self-adjoint, we have the obvious consequence
<code>$$\mathrm{sup}_{\langle u,u \rangle =1} \langle u, (A+B) u \rangle = \mathrm{sup}_{\langle u,u \rangle =1} \left( \langle u, A u \rangle + \langle u, B u \rangle \right) \leq \mathrm{sup}_{\langle u,u \rangle =1} \langle u, Au \rangle + \mathrm{sup}_{\langle u,u \rangle =1} \langle u, Bu \rangle$$</code>
so the leading eigenvalue of the sum is bounded by the sum of the leading eigenvalues.</p>