We present an improved method for determining the search direction in the BFGS algorithm. Our approach uses the equal inner\nproduct decomposition method for positive-definite matrices. The decomposition of an approximated Hessian matrix expresses a\ncorrection formula that is independent fromthe exact line search. This decomposed matrix is used to compute the search direction\nin a new BFGS algorithm.
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