<android.support.v4.view.ViewPager
    android:id="@+id/view_pager"
    android:layout_width="match_parent"
    android:layout_height="match_parent">
</android.support.v4.view.ViewPager>

<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
       android:layout_width="match_parent"
       android:layout_height="match_parent"
  android:background="@android:color/holo_red_light">
</LinearLayout>

<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
       android:layout_width="match_parent"
       android:layout_height="match_parent"
  android:background="@android:color/holo_blue_bright">
</LinearLayout>

public class Adapter extends PagerAdapter{

    private List<View> views;

    public Adapter(List<View> views){
      this.views = views;
    }
    @Override
    public int getCount() {
      return views.size();
    }

    @Override
    public void destroyItem(View arg0, int arg1, Object arg2) {
      ((ViewPager) arg0).removeView(views.get(arg1));
    }

    @Override
    public void finishUpdate(View arg0) {
    }
    @Override
    public Object instantiateItem(View arg0, int arg1) {
      ((ViewPager) arg0).addView(views.get(arg1), 0);
      return views.get(arg1);
    }
    @Override
    public boolean isViewFromObject(View arg0, Object arg1) {
      return arg0 == (arg1);
//      return false;
    }
    @Override
    public void restoreState(Parcelable arg0, ClassLoader arg1) {
    }
    @Override
    public Parcelable saveState() {
      return null;
    }
    @Override
    public void startUpdate(View arg0) {
    }
  }

private ViewPager mpager;
  private List<View> myview = new ArrayList<>();
  @Override
  protected void onCreate(Bundle savedInstanceState) {
    super.onCreate(savedInstanceState);
    setContentView(R.layout.activity_main);
    mpager = (ViewPager) findViewById(R.id.view_pager);
    LayoutInflater mInflater = getLayoutInflater();
    View [] pagers = {mInflater.inflate(R.layout.item_one ,null),
              mInflater.inflate(R.layout.item_two , null)};

    for(int i = 0; i < pagers.length ; i++) {
      myview.add(pagers[i]);
    }
    Adapter ad = new Adapter(myview);
    mpager.setAdapter(ad);
    mpager.setCurrentItem(0);
  }

final View [] pagers = {mInflater.inflate(R.layout.item_one ,null),
              mInflater.inflate(R.layout.item_two , null),
              mInflater.inflate(R.layout.item_three,null)};

    for(int i = 0; i < pagers.length ; i++) {
      myview.add(pagers[i]);
    }
    myview.add(0,mInflater.inflate(R.layout.item_three , null));
    myview.add(4, mInflater.inflate(R.layout.item_one, null));

 mpager.setOnPageChangeListener(new ViewPager.OnPageChangeListener() {
      @Override
      public void onPageScrolled(int position, float positionOffset, int positionOffsetPixels) {

      }

      @Override
      public void onPageSelected(int position) {
        int index = position;
        if(index == 0){
        //注意这里pagers数组，不是myviews数组
          index = pagers.length;
        }else if(position == pagers.length + 1){
          index = 1;
        }
        if(position != index){
          mpager.setCurrentItem(index, false);
        }
      }

      @Override
      public void onPageScrollStateChanged(int state) {

      }
    });

public Object instantiateItem(View arg0, int arg1) {
      if(arg1 == 0){
        ((ViewPager) arg0).removeView(views.get(myview.size() - 3));
        ((ViewPager) arg0).addView(views.get(myview.size() - 3), 0);
      }else if(arg1 == myview.size() - 1){
        ((ViewPager) arg0).removeView(views.get(0));
        ((ViewPager) arg0).addView(views.get(0), 0);

      }else{
        ((ViewPager) arg0).addView(views.get(arg1), 0);
      }
      return views.get(arg1);
    }