package main import "fmt" // PrintMatrixChainOrder prints the optimal order for chain // multiplying matrices. // Matrix A[i] has dimensions dims[i-1]×dims[i]. func PrintMatrixChainOrder(dims []int) { n := len(dims) - 1 m, s := newSquareMatrices(n) // m[i,j] will be minimum number of scalar multiplactions // needed to compute the matrix A[i]A[i+1]…A[j] = A[i…j]. // Note, m[i,i] = zero (no cost). // s[i,j] will be the index of the subsequence split that // achieved minimal cost. for lenMinusOne := 1; lenMinusOne < n; lenMinusOne++ { for i := 0; i < n-lenMinusOne; i++ { j := i + lenMinusOne m[i][j] = -1 for k := i; k < j; k++ { cost := m[i][k] + m[k+1][j] + dims[i]*dims[k+1]*dims[j+1] if m[i][j] < 0 || cost < m[i][j] { m[i][j] = cost s[i][j] = k } } } } // Format and print result. const MatrixNames = "ABCDEFGHIJKLMNOPQRSTUVWXYZ" var subprint func(int, int) subprint = func(i, j int) { if i == j { return } k := s[i][j] subprint(i, k) subprint(k+1, j) fmt.Printf("%*s -> %s × %s%*scost=%d\n", n, MatrixNames[i:j+1], MatrixNames[i:k+1], MatrixNames[k+1:j+1], n+i-j, "", m[i][j], ) } subprint(0, n-1) } func newSquareMatrices(n int) (m, s [][]int) { // Allocates two n×n matrices as slices of slices but // using only one [2n][]int and one [2n²]int backing array. m = make([][]int, 2*n) m, s = m[:n:n], m[n:] tmp := make([]int, 2*n*n) for i := range m { m[i], tmp = tmp[:n:n], tmp[n:] } for i := range s { s[i], tmp = tmp[:n:n], tmp[n:] } return m, s } func main() { cases := [...][]int{ {1, 5, 25, 30, 100, 70, 2, 1, 100, 250, 1, 1000, 2}, {1000, 1, 500, 12, 1, 700, 2500, 3, 2, 5, 14, 10}, } for _, tc := range cases { fmt.Println("Dimensions:", tc) PrintMatrixChainOrder(tc) fmt.Println() } }