So I found this code that solved my problem in seconds:
I created a new Java file name "MyContextWrapper" and inside I paste the following code:
    /**
 * Created by hosam azzam on 07/01/2017.
 * CopyRights to Bassel Mourjan
 */
import android.annotation.TargetApi;
import android.content.Context;
import android.content.ContextWrapper;
import android.content.res.Configuration;
import android.os.Build;
import java.util.Locale;
public class MyContextWrapper extends ContextWrapper {
    public MyContextWrapper(Context base) {
        super(base);
    }
    @SuppressWarnings("deprecation")
    public static ContextWrapper wrap(Context context, String language) {
        Configuration config = context.getResources().getConfiguration();
        Locale sysLocale = null;
        if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.N) {
            sysLocale = getSystemLocale(config);
        } else {
            sysLocale = getSystemLocaleLegacy(config);
        }
        if (!language.equals("") && !sysLocale.getLanguage().equals(language)) {
            Locale locale = new Locale(language);
            Locale.setDefault(locale);
            if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.N) {
                setSystemLocale(config, locale);
            } else {
                setSystemLocaleLegacy(config, locale);
            }
            if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN_MR1) {
                context = context.createConfigurationContext(config);
            } else {
                context.getResources().updateConfiguration(config, context.getResources().getDisplayMetrics());
            }
        }
        return new MyContextWrapper(context);
    }
    @SuppressWarnings("deprecation")
    public static Locale getSystemLocaleLegacy(Configuration config){
        return config.locale;
    }
    @TargetApi(Build.VERSION_CODES.N)
    public static Locale getSystemLocale(Configuration config){
        return config.getLocales().get(0);
    }
    @SuppressWarnings("deprecation")
    public static void setSystemLocaleLegacy(Configuration config, Locale locale){
        config.locale = locale;
    }
    @TargetApi(Build.VERSION_CODES.N)
    public static void setSystemLocale(Configuration config, Locale locale){
        config.setLocale(locale);
    }
}
and in activity:
private String LANG_CURRENT = "en";
findViewById(R.id.change).setOnClickListener(new View.OnClickListener() {
            @Override
            public void onClick(View v) {
                if (LANG_CURRENT.equals("en")) {
                    changeLang(MainActivity.this, "iw");
                } else {
                    changeLang(MainActivity.this, "en");
                }
                finish();
                startActivity(new Intent(MainActivity.this, MainActivity.class));
            }
        });
public void changeLang(Context context, String lang) {
        SharedPreferences preferences = PreferenceManager.getDefaultSharedPreferences(context);
        SharedPreferences.Editor editor = preferences.edit();
        editor.putString("Language", lang);
        editor.apply();
    }
    @Override
    protected void attachBaseContext(Context newBase) {
        SharedPreferences preferences = PreferenceManager.getDefaultSharedPreferences(newBase);
        LANG_CURRENT = preferences.getString("Language", "en");
        super.attachBaseContext(MyContextWrapper.wrap(newBase, LANG_CURRENT));
    }
Its change the language and save to shareprefrences.
Source - Here