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Groovy example source code file (spectralnorm.groovy)

This example Groovy source code file (spectralnorm.groovy) is included in the DevDaily.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" TM.

Java - Groovy tags/keywords

a, a, atav, atv, atv, av, av, double, double, multiplyatav, multiplyatv, multiplyav

The Groovy spectralnorm.groovy source code

/*
    The Computer Language Shootout
    http://shootout.alioth.debian.org/

    contributed by Jochen Hinrichsen
*/

private def approximate(n) {
    // create unit vector
    def u = [1.0D] * n as Double []

    // 20 steps of the power method
    def v = [0.0D] * n as Double []

    for (i in 1..10) {
        MultiplyAtAv(n,u,v)
        MultiplyAtAv(n,v,u)
    }

    // B=AtA         A multiplied by A transposed
    // v.Bv /(v.v)   eigenvalue of v
    double vBv = 0.0d, vv = 0.0D
    for (i in 0..<n) {
        vBv += u[i]*v[i]
        vv  += v[i]*v[i]
    }

    return Math.sqrt(vBv/vv)
}


/* return element i,j of infinite matrix A */
private def A(i,j) {
    return 1 / ((i+j)*(i+j+1)/2.0D +i+1)
}

/* multiply vector v by matrix A */
def MultiplyAv(n, v, Av){
    for (i in 0..<n) {
        Av[i] = 0.0D
        for (j in 0..<n) Av[i] += A(i,j)*v[j]
    }
}

/* multiply vector v by matrix A transposed */
def MultiplyAtv(n, v, Atv){
    for (i in 0..<n) {
        Atv[i] = 0.0D
        for (j in 0..<n) Atv[i] += A(j,i)*v[j]
    }
}

/* multiply vector v by matrix A and then by matrix A transposed */
def MultiplyAtAv(n, v, AtAv){
    Double[] u = new Double[n]
    MultiplyAv(n, v, u)
    MultiplyAtv(n, u, AtAv)
}


long start = System.currentTimeMillis ()
assert start >= 0

def n = (args.length == 0 ? 100 : args[0/*(int)0.0d*/].toInteger())
def nf = java.text.NumberFormat.getInstance()
nf.setMaximumFractionDigits(9)
nf.setMinimumFractionDigits(9)
nf.setGroupingUsed(false)
println(nf.format(approximate(n)))

println "${System.currentTimeMillis () - start}ms"

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