I have a simple method in My Java-code, e.g.
private int specialAdd (int a, int b) {
  if(a < 100) {
    return 100 * a + b;
  } else {
    return a + b;
  }
}
Is there a way to "run/debug selected code" with given parameter values in eclipse? I'd really like to run only this method and view the result for a couple a values for a and b.
Is there a way to "run/debug selected code" with given parameter values in eclipse?
No, Eclipse needs a regular main method or a @Test method as an entry point.
When I want to do a "one off" mini test, what I usually do is
class YourClass {
    private int specialAdd (int a, int b) {
       if(a < 100) {
           return 100 * a + b;
       } else {
           return a + b;
    }
    public static void main(String[] args) {
        System.out.println(new YourClass().specialAdd(10, 100));
    }
}
and then run (or debug) the current class. (Pro tip: type main and hit Ctrl+Space to expand it to a full main method)
As of JDK 9, you can also use jshell for this kind of testing:
$ ./jshell
|  Welcome to JShell -- Version 1.9.0-internal
|  Type /help for help
-> int specialAdd(int a, int b) {
>>     if (a < 100) {
>>         return 100 * a + b;
>>     } else {
>>         return a + b;
>>     }
>> }
|  Added method specialAdd(int,int)
-> specialAdd(10, 5);
|  Expression value is: 1005
|    assigned to temporary variable $2 of type int
                        Configure your method as unitary test, with JUnit for example. By this way you will be able to test the methods separately.
To use jUnit, add the @Test annotation to your method. You should add to your method an Asset sentence yo check your method operation/perfomance. For example: 
   @Test
   public void testHelloWorld() 
   {
      h.setName("World");
      assertEquals(h.getName(),"World");
      assertEquals(h.getMessage(),"Hello World!");
   }
Then click on the method and Run as > JUnit Test:

You can download JUnit via Maven:
<dependency>
    <groupId>junit</groupId>
    <artifactId>junit</artifactId>
    <version>4.11</version>
</dependency>
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