Hybrid Computing

Hybrid computingIt is an integrated computing that includes traditional hard computing and emerging soft computing. This computing method can obtain the strengths of each to overcome limitations.

Key features of hard computing:

• It is easy to establish a canonical mathematical model of the problem;
• The established mathematical model is easy to solve and can achieve a high degree of accuracy;
• Has good stability.

The main characteristics of soft computing are:

• It is difficult to establish a standard mathematical model of the problem;
• It is difficult to obtain a high-precision solution to the problem;
• The algorithm has good adaptability and can adapt to dynamic environments;

Core methods of soft computing:

• Fuzzy Logic
• Neural Networks
• Genetic Algorithms
• Different combinations of the above three methods