namespace Eigen { /** \page TopicPitfalls Common pitfalls \section TopicPitfalls_template_keyword Compilation error with template methods See this \link TopicTemplateKeyword page \endlink. \section TopicPitfalls_auto_keyword C++11 and the auto keyword In short: do not use the auto keywords with Eigen's expressions, unless you are 100% sure about what you are doing. In particular, do not use the auto keyword as a replacement for a Matrix<> type. Here is an example: \code MatrixXd A, B; auto C = A*B; for(...) { ... w = C * v; ...} \endcode In this example, the type of C is not a MatrixXd but an abstract expression representing a matrix product and storing references to A and B. Therefore, the product of A*B will be carried out multiple times, once per iteration of the for loop. Moreover, if the coefficients of A or B change during the iteration, then C will evaluate to different values. */ }