go: change Functions var to a string-func map
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@ -44,31 +44,20 @@ func genValsRandomSearch(dimens uint, vals []float64, uniform *distuv.Uniform) {
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// singleRandomSearch performs a single iteration of the 'RandomSearch' algorithm.
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// it takes a couple of arguments:
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// * dimens uint: number of dimensions of the objective function
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// * f string: name of the bench func to optimise (see bench/functions)
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// * f func([]float64) float64: bench func to execute (see Functions map in
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// bench/functions.go)
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// * min/max float64: the upper/lower limit of the uniform distribution span,
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// which is relevant to the objective function.
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func singleRandomSearch(dimens uint, f string, min, max float64) ([]float64, float64) {
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func singleRandomSearch(dimens uint, f func([]float64) float64, min, max float64) ([]float64, float64) {
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vals := make([]float64, dimens)
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var res float64
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// create a continuous uniform distribution representation within min/max bounds
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uniformDist := distuv.Uniform{Min: min, Max: max}
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genValsRandomSearch(dimens, vals, &uniformDist)
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// result of the benchmarking function computation over vals
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switch f {
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// Schwefel
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case bench.Functions[0]:
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res = bench.Schwefel(vals)
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// "DeJong1st"
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case bench.Functions[1]:
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res = bench.DeJong1st(vals)
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// "DeJong2nd"
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case bench.Functions[2]:
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res = bench.DeJong2nd(vals)
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}
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// result of the bench function.
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res := f(vals)
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return vals, res
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}
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@ -135,7 +124,7 @@ func RandomSearch(fes uint) {
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// run Schwefel.
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v, r := singleRandomSearch(
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dimens,
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bench.Functions[0],
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bench.Functions["Schwefel"],
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bench.SchwefelParams.Min(),
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bench.SchwefelParams.Max(),
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)
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@ -173,7 +162,7 @@ func RandomSearch(fes uint) {
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// run De Jong 1st.
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v, r := singleRandomSearch(
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dimens,
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bench.Functions[1],
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bench.Functions["De Jong 1st"],
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bench.DeJong1Params.Min(),
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bench.DeJong1Params.Max(),
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)
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@ -205,7 +194,7 @@ func RandomSearch(fes uint) {
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// run De Jong 2nd.
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v, r := singleRandomSearch(
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dimens,
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bench.Functions[2],
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bench.Functions["De Jong 2nd"],
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bench.DeJong2Params.Min(),
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bench.DeJong2Params.Max(),
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)
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@ -5,7 +5,13 @@ package bench
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import "math"
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var Functions = []string{"Schwefel", "De Jong 1st", "De Jong 2nd"}
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// Functions is a string-func map of function names and specific bench funcs
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// for easier iterable access.
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var Functions = map[string]func([]float64) float64{
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"Schwefel": Schwefel,
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"De Jong 1st": DeJong1st,
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"De Jong 2nd": DeJong2nd,
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}
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// Schwefel computes a value of the Schwefel function for x.
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func Schwefel(x []float64) float64 {
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