function fluctuation=calcFluctuationHEpade(coeffsa,coeffsb,maxTime) % Calculate the bounds of rate of system state fluctuation using Pad'e of HE coefficients % Author: Rui Yao % % Copyright (C) 2021, UChicago Argonne, LLC. All rights reserved. % % OPEN SOURCE LICENSE % % Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: % % 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. % 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. % 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. % % % ****************************************************************************************************** % DISCLAIMER % % THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED % WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A % PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY % DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, % PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER % CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR % OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. % *************************************************************************************************** % Nvec=size(coeffsa,1); Nnum=max([size(coeffsa,2)-1,size(coeffsb,2)]); Nden=size(coeffsb,2); timePwrnum=maxTime.^(1:Nnum); coeffNum=zeros(Nvec,Nnum); coeffNum(:,1:(size(coeffsa,2)-1))=coeffsa(:,2:end); coeffNum(:,1:size(coeffsb,2))=coeffNum(:,1:size(coeffsb,2))-coeffsb; fluctuationNumPos=sum(coeffNum.*(coeffNum>0).*repmat(timePwrnum,Nvec,1),2); fluctuationNumNeg=sum(-coeffNum.*(coeffNum<0).*repmat(timePwrnum,Nvec,1),2); fluctuationNum=max([fluctuationNumPos,fluctuationNumNeg],[],2); timePwrDen=maxTime.^(1:Nden); denMin=1+sum(coeffsb.*(coeffsb<0).*repmat(timePwrDen,Nvec,1),2); denMin(denMin<1e-6)=1e-6; fluctuation=fluctuationNum./denMin; end