function [U] = umarg(Pr1, Pr2) % function [U] = umarg(Pr1, Pr2) % % Copyright (c) 2004-2006 Alessio Botta, Alberto Dainotti, Antonio Pescapè % Email: {a.botta , alberto , pescape }@unina.it % DIS - Dipartimento di Informatica e Sistemistica % University of Napoli Federico II, ITALY % All rights reserved. % % 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. Redistributions of source code or in binary form must clearly reproduce % the reference to the web site from which they were downloaded. % % THIS SOFTWARE IS PROVIDED BY THE AUTHOR 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 AUTHOR 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. Prob1 = Pr1(:,2)/100; Prob2 = Pr2(:,2)/100; index = find(Prob2 == 0); Prob1_grant = Prob1(index); Prob1(index) = []; Prob2(index) = []; U = (sum(Prob1.*(-log2(Prob2)+log2(Prob1)))); index = find(Prob1_grant == 0); Prob1_grant(index) = []; grant = sum(Prob1_grant.*(-log2(Prob1_grant))); U = U + grant;