Contrôleur de température
File: climatiseur1.xml
Structure: 3 variables, 8 rules.
View Configuration Parameters
criteria
alpha_coverage
0.1
rounding
2
similarity
dice
similarity_param
{'alpha': 0.5, 'beta': 0.5}
space_discretization
1000
sample_size
1000
activation_rule_threshold
0.05
precision
0.05
interpretability_threshold_number
7
aggregators
criteria_aggregation
average
criteria_pooling
average
t_norm
zadeh
t_conorm
dual
order_relationship
min_kernel
plotting
size_of_plot_x
10
size_of_plot_y
4
89%
Interpretability Global Score
83%
Semantics
98%
Complexity
complementarity
84%
Complementarity not filled for variable "Variation de climatisation" with input : 12.51, the sum of membership values is: 1.05
completeness
71%
The input data: "Température": 9.62, "Variation de température": -2.4, "Variation de climatisation": 82.24, is not activated in the rulebase.
conclusion size
100%
consistency
33%
Rule "rule2" and "rule3" are unconsistents. (For conclusion variable "Variation de climatisation", fuzzy sets: "Nulle" and "Augmente"have a similarity of 0.33)
coverage
92%
Variable "Variation de climatisation" with input 269.77 is not covered by a fuzzy set with a membership degree of at least: 0.1
distinguishability
92%
extremas
94%
Variable "Variation de climatisation" with input 500.0 does not belong to a fuzzy set with membership degree 1.
justifiable number of elements
100%
membership function sharing
100%
normality
100%
number of rules
88%
number of variables
100%
number rules activated
100%
premise size
100%
preservation order
100%
prototype
100%
rule size
100%
uniformity
35%
unimodality
100%
Variables
Rule base
| ID | Premisses (IF) | Conclusions (THEN) | |
|---|---|---|---|
| rule1 |
Température is GlacialeANDVariation de température is Négative
|
→ |
Variation de climatisation is Augmente
|
| rule3 |
Température is GlacialeANDVariation de température is Zéro
|
→ |
Variation de climatisation is Augmente
|
| rule4 |
Température is FroideANDVariation de température is Zéro
|
→ |
Variation de climatisation is Augmente
|
| rule2 |
Température is GlacialeANDVariation de température is Zéro
|
→ |
Variation de climatisation is Nulle
|
| rule5 |
Température is FroideANDVariation de température is Positive
|
→ |
Variation de climatisation is Nulle
|
| rule6 |
Température is IdéaleANDVariation de température is Zéro
|
→ |
Variation de climatisation is Nulle
|
| rule7 |
Température is ChaudeANDVariation de température is Zéro
|
→ |
Variation de climatisation is Réduit
|
| rule8 |
Température is ChaudeANDVariation de température is Positive
|
→ |
Variation de climatisation is Réduit
|
Contrôleur de température
File: climatiseur2.xml
Structure: 3 variables, 5 rules.
View Configuration Parameters
criteria
alpha_coverage
0.1
rounding
2
similarity
dice
similarity_param
{'alpha': 0.5, 'beta': 0.5}
space_discretization
1000
sample_size
1000
activation_rule_threshold
0.05
precision
0.05
interpretability_threshold_number
7
aggregators
criteria_aggregation
average
criteria_pooling
average
t_norm
zadeh
t_conorm
dual
order_relationship
min_kernel
plotting
size_of_plot_x
10
size_of_plot_y
4
81%
Interpretability Global Score
70%
Semantics
100%
Complexity
complementarity
29%
Complementarity not filled for variable "Température" with input : -10.0, the sum of membership values is: 0.0
completeness
78%
The input data: "Température": -5.48, "Variation de température": 0.7, "Variation de climatisation": 23.55, is not activated in the rulebase.
conclusion size
100%
consistency
1%
Rule "rule4" and "rule5" are unconsistents. (For conclusion variable "Variation de climatisation", fuzzy sets: "Réduit" and "Augmente"have a similarity of 0.01)
coverage
69%
Variable "Température" with input -10.0 is not covered by a fuzzy set with a membership degree of at least: 0.1
distinguishability
100%
extremas
28%
Variable "Variation de climatisation" with input 500.0 does not belong to a fuzzy set with membership degree 1.
justifiable number of elements
100%
membership function sharing
100%
normality
67%
Fuzzy set: "Chaude" from variable "Température" has a height below 1 (height: 0.8)
number of rules
100%
number of variables
100%
number rules activated
100%
premise size
100%
preservation order
100%
prototype
100%
rule size
100%
uniformity
100%
unimodality
67%
Fuzzy set: "Froide" from variable: "Température" is not unimodal.
Variables
Rule base
| ID | Premisses (IF) | Conclusions (THEN) | |
|---|---|---|---|
| rule1 |
Température is FroideANDVariation de température is Négative
|
→ |
Variation de climatisation is Augmente
|
| rule3 |
Température is FroideANDVariation de température is Positive
|
→ |
Variation de climatisation is Augmente
|
| rule5 |
Température is ChaudeANDVariation de température is Positive
|
→ |
Variation de climatisation is Augmente
|
| rule2 |
Température is ChaudeANDVariation de température is Négative
|
→ |
Variation de climatisation is Réduit
|
| rule4 |
Température is ChaudeANDVariation de température is Positive
|
→ |
Variation de climatisation is Réduit
|
Contrôleur de température
File: climatiseur3.xml
Structure: 3 variables, 6 rules.
View Configuration Parameters
criteria
alpha_coverage
0.1
rounding
2
similarity
dice
similarity_param
{'alpha': 0.5, 'beta': 0.5}
space_discretization
1000
sample_size
1000
activation_rule_threshold
0.05
precision
0.05
interpretability_threshold_number
7
aggregators
criteria_aggregation
average
criteria_pooling
average
t_norm
zadeh
t_conorm
dual
order_relationship
min_kernel
plotting
size_of_plot_x
10
size_of_plot_y
4
88%
Interpretability Global Score
82%
Semantics
99%
Complexity
complementarity
38%
Complementarity not filled for variable "Variation de température" with input : -10.0, the sum of membership values is: 0.29
completeness
68%
The input data: "Température": -7.17, "Variation de température": 4.08, "Variation de climatisation": 165.88, is not activated in the rulebase.
conclusion size
100%
consistency
100%
coverage
100%
distinguishability
82%
extremas
39%
Variable "Variation de température" with input 10.0 does not belong to a fuzzy set with membership degree 1.
justifiable number of elements
90%
membership function sharing
100%
normality
100%
number of rules
100%
number of variables
100%
number rules activated
100%
premise size
100%
preservation order
100%
prototype
100%
rule size
100%
uniformity
51%
unimodality
100%
Variables
Rule base
| ID | Premisses (IF) | Conclusions (THEN) | |
|---|---|---|---|
| rule6 |
Température is IdéaleANDVariation de température is Peu positif
|
→ |
Variation de climatisation is Peu positif
|
| rule1 |
Température is PolaireANDVariation de température is Très très négative
|
→ |
Variation de climatisation is Réduit
|
| rule2 |
Température is GlacialeANDVariation de température is Très négative
|
→ |
Variation de climatisation is Réduit
|
| rule3 |
Température is FroideANDVariation de température is Négative
|
→ |
Variation de climatisation is Réduit
|
| rule4 |
Température is IdéaleANDVariation de température is Un peu négatif
|
→ |
Variation de climatisation is Réduit
|
| rule5 |
Température is ChaudeANDVariation de température is Neutre
|
→ |
Variation de climatisation is Réduit
|