Linear cryptanalysis proposed by Matsui is one of the most effective attacks on block ciphers. Some attempts to improve linear cryptanalysis have been made since Matsui introduced. We focus on how to optimize linear cryptanalysis with such techniques, and we apply the optimized linear cryptanalysis on FEAL-8X. First, we evaluate two existing implementation methods so as to optimize the computation time of linear cryptanalysis. Method 1 removes redundant round function computations and optimizes the other computation of linear cryptanalysis by transforming it into bitwise operations. Method 2 transforms the computation of linear cryptanalysis into a matrix multiplication and reduces the time complexity of the multiplication using the fast Fourier transform (FFT). We implement both methods optimized for modern microprocessors and compare their computation time to clarify the appropriate method for practical cryptanalysis. From the result, we show that the superior implementation depends on the number of given known plaintexts (KPs) and that of guessed key bits. Furthermore, we show that these results enable us to select the superior method to implement linear cryptanalysis without another comparative experiment. By using the superior method, we implement the multiple linear cryptanalysis (MLC) on FEAL-8X. Our implementation can recover the secret key of FEAL-8X with 2¹⁰KPs in practical computation time with non-negligible probability, and it is the best attack on FEAL-8X in data complexity.