模糊逻辑工具箱

llbnmo

模糊逻辑工具箱的推理算法只能用mamdani吗？能修改成sugeno吗？

nkkopd

帮你顶一下

zzz.dan

当然不是，你可以看看下面的比较，根据系统的实际情况选择相应的推理算法
Comparison of Sugeno and Mamdani Systems
$ [3 b. h& `6 a2 y$ j
. u; e$ o) x" V2 S" j9 VBecause it is a more compact and computationally efficient representationthan a Mamdani system, the Sugeno system lends itself to the use ofadaptive techniques for constructing fuzzy models. These adaptivetechniques can be used to customize the membership functions so thatthe fuzzy system best models the data.
2 W9 M, N( J' t4 \9 Y1 z
Note  You can use the MATLAB® command-line function mam2sug toconvert a Mamdani system into a Sugeno system (not necessarily witha single output) with constant output membership functions. It usesthe centroid associated with all of the output membership functionsof the Mamdani system.
0 g* c' _! O+ y9 j2 x( x: X! T
The following are some final considerations about the two differentmethods.
8 c# M, j6 E+ Y! \7 u: s
0 `9 O/ L4 s4 @  I7 ~# s* ?- TAdvantages of the Sugeno Method:

' M7 _& [* Z$ X3 l* I' R1 `4 T; WIt is computationally efficient.
It works well with linear techniques (e.g., PID control).
It works well with optimization and adaptive techniques.
* U. |) J; F: aIt has guaranteed continuity of the output surface.
It is well suited to mathematical analysis.

8 A) G; R* b9 S( ^& R1 `2 EAdvantages of the Mamdani Method:

) @4 N% u, \4 A  G$ W& P2 p% DIt is intuitive.
8 ?4 ~. {& i0 l- y/ a6 D- mIt has widespread acceptance.
It is well suited to human input.

shuddkk

来学习一下

llbnmo

zzz.dan 发表于 2020-10-19 15:49
/ v% g) [2 p- R% X4 u1 P7 S当然不是，你可以看看下面的比较，根据系统的实际情况选择相应的推理算法
$ v" e% V/ z; E9 F* A) Y/ yComparison of Sugeno and Mamda ...

好的，谢谢