

![0_image_0.png](0_image_0.png)

Now, let"s see the difference between human beings and the current intelligence. The main difference lies in data of the 4th, 15th, 16th and the 24 th. The reason that removes the 15th, 16th and 18th data is that the 17th datum keeps more consistent angle with others, however, in פ algorithm 4, this is not considered. From the view of longest sequence, the 15th and 16th data should be kept. Then why were the 4th and the 24 th datum labeled normal? In fact, from their RDDs, we can see they are a little different from other normal ones, but the difference is not so apparent from the current view. In order to get a consistent result with human minds, we need to increase necessary views. Once we are placed into a complete set, we get a complete knowledge. Obviously, the intelligence evolves in this way. More detail we can observe, more structure we can feel (Hsiao, 2009C). What we have to note again is that conclusion is view-driven, and no error can be found by an intelligence because the result is always consistent with its corresponding model. Where is the "free will"? The will is the action to select models, and there is no so-called "free will". Once the machine is made and switch on, it runs. If it is sensitive to the environment, it is said to be of a weak heart. And if not, he has a powerful mind. All are up to the structure of the non-linear system. The freedom of the will can only be viewed from the outside of AI. And a reasonable example is given in last section.

## 9. Conclusion And Comments

This paper aimed to interpret the פ algorithm in an easy way. We made contributions in following aspects. Firstly, we present two definitions to outlier, which lets us discuss outliers without vagueness. Secondly, we propose an efficient algorithms ― RDD algorithm to detect pattern-related outliers. Thirdly, we introduce "longest k-turn subsequence" problem for time series data and convert outlier problem to order-searching problem. Finally, we interpret the פ algorithm, which is the perfect combination of the RDD algorithm and the IIR algorithm. 