Mercurial > hg > segmenter-vamp-plugin
diff armadillo-2.4.4/include/armadillo_bits/fn_log_det.hpp @ 0:8b6102e2a9b0
Armadillo Library
author | maxzanoni76 <max.zanoni@eecs.qmul.ac.uk> |
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date | Wed, 11 Apr 2012 09:27:06 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-2.4.4/include/armadillo_bits/fn_log_det.hpp Wed Apr 11 09:27:06 2012 +0100 @@ -0,0 +1,87 @@ +// Copyright (C) 2010-2011 NICTA (www.nicta.com.au) +// Copyright (C) 2010-2011 Conrad Sanderson +// +// This file is part of the Armadillo C++ library. +// It is provided without any warranty of fitness +// for any purpose. You can redistribute this file +// and/or modify it under the terms of the GNU +// Lesser General Public License (LGPL) as published +// by the Free Software Foundation, either version 3 +// of the License or (at your option) any later version. +// (see http://www.opensource.org/licenses for more info) + + +//! \addtogroup fn_log_det +//! @{ + + + +//! log determinant of mat +template<typename T1> +inline +bool +log_det + ( + typename T1::elem_type& out_val, + typename T1::pod_type& out_sign, + const Base<typename T1::elem_type,T1>& X, + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + return auxlib::log_det(out_val, out_sign, X); + } + + + +template<typename T1> +inline +void +log_det + ( + typename T1::elem_type& out_val, + typename T1::pod_type& out_sign, + const Op<T1,op_diagmat>& X, + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + typedef typename T1::elem_type eT; + typedef typename T1::pod_type T; + + const diagmat_proxy<T1> A(X.m); + + const uword N = A.n_elem; + + if(N == 0) + { + out_val = eT(0); + out_sign = T(1); + + return; + } + + const eT x = A[0]; + + T sign = (is_complex<eT>::value == false) ? ( (access::tmp_real(x) < T(0)) ? -1 : +1 ) : +1; + eT val = (is_complex<eT>::value == false) ? std::log( (access::tmp_real(x) < T(0)) ? x*T(-1) : x ) : std::log(x); + + for(uword i=1; i<N; ++i) + { + const eT x = A[i]; + + sign *= (is_complex<eT>::value == false) ? ( (access::tmp_real(x) < T(0)) ? -1 : +1 ) : +1; + val += (is_complex<eT>::value == false) ? std::log( (access::tmp_real(x) < T(0)) ? x*T(-1) : x ) : std::log(x); + } + + out_val = val; + out_sign = sign; + } + + + +//! @}