Last article talked about the introduction of artificial intelligence, today we talk about the relationship between mathematical modeling and artificial intelligence
Whether or mathematical modeling of artificial intelligence, which is the core of the algorithm, the ultimate goal is through some form of better service to humanity, to solve practical problems. In the study of artificial intelligence process requires mathematical modeling thinking, so mathematical modeling for artificial intelligence is critical.
Here by simulating a scenario to understand the relationship between artificial intelligence and mathematical modeling.
A patient to the hospital, in real life, according to a series of signs doctors and state of the patient, to determine what the patient for a disease. The doctor will ask the patient's symptoms cordial, through a variety of special inspection, the final diagnosis. In artificial intelligence, consider foregoing is accomplished through the appropriate algorithm, the German auxiliary diagnostic products Ada learned a lot of cases to aid the accuracy of a doctor medical consultation.
Scenario 1: If you solve mathematical modeling methods, then build a proper model by algorithm, that is, to solve the problem by means of mathematical modeling process shown in the figure below.
Scenario 2: If the solution using artificial intelligence methods, then they would build robots will diagnose a disease. How can a robot accurate diagnosis it? You need to use artificial intelligence techniques, such as using a "artificial intelligence" algorithm model, you may only use the machine learning algorithms, but also with a deep learning algorithm, in any case, end up with a disease can be predicted landing AI Solutions . It has allowed to think, understand, read, logical reasoning and motor control.
As can be seen by the above example, AI inseparable mathematical modeling. In solving a problem of artificial intelligence process, we will establish solution model was enlarged to make it more accurate results.
It is seen from the perspective of mathematical modeling to study artificial intelligence regarded as a suitable method.