还没写完选择初始集合

Signed-off-by: facat <dugg@21cn.com>

pam.go

@@ -3,6 +3,7 @@ package main
 
 import (
 	"fmt"
+	"math"
 	"math/rand"
 	"time"
 )
@@ -15,6 +16,11 @@ const (
 	clusterN = 3
 )
 
+type Ctx struct {
+	data [][]float64
+	SetS map[int]interface{}
+}
+
 func initData() [][]float64 { //初始数据集
 	src := rand.NewSource(time.Now().UnixNano())
 	rnd := rand.New(src)
@@ -29,7 +35,66 @@ func initData() [][]float64 { //初始数据集
 	return r
 }
 
+func copyIntMap(src map[int]interface{}, dst map[int]interface{}) {
+	for k, v := range src {
+		dst[k] = v
+	}
+}
+
+func minDistance(vec []float64, mat [][]float64) float64 {
+	var r float64
+	r = 1e20
+	var t float64
+	for m := 0; m < len(mat); m++ {
+		t = 0
+		for v := 0; v < len(vec); v++ {
+			t += math.Pow(vec[v]-mat[m][v], 2)
+		}
+		t = math.Sqrt(t)
+		if t < r {
+			r = t
+		}
+	}
+	return r
+}
+
+func subData(set map[int]interface{}, ctx *Ctx) [][]float64 {
+	r := make([][]float64, len(set))
+	ind := 0
+	for k, _ := range set {
+		r[ind] = ctx.data[k]
+		ind++
+	}
+}
+
+func selectInitCluster(ctx *Ctx) {
+	for clusterI := 0; clusterI < clusterN-1; clusterI++ {
+		for cluster := 0; cluster < dataN; cluster++ {
+			if _, has := ctx.SetS[cluster]; has {
+				continue
+			}
+			//选一个候选数据
+			cddtI := cluster
+			cadSetS := make(map[int]interface{})
+			copyIntMap(cadSetS, ctx.SetS)
+			cadSetS[cddtI] = nil
+			Cij := 0.0
+			for J := 0; J < dataN; J++ {
+				if _, has := cadSetS[J]; has {
+					continue
+				}
+				d := ctx.data[J]
+				//寻找最短距离
+
+			}
+		}
+	}
+}
+
 func main() {
-	initData()
+	ctx := Ctx{}
+	ctx.data = initData()
+	ctx.SetS = make(map[int]interface{})
+	ctx.SetS[1] = nil
 	fmt.Println("Hello World!")
 }