Complexity

Research Article

A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic

Table 4

Results from the simulations.
NumberDescriptionNumber of the inputsNumber of weight coefficients
1Module 1—2, 4, and 7
Module 2—1, 3, 5, 6, and 8		82.29712.19912.2330315
2Module 1—2, 4, and 7
Module 2—3, 5, 6, and 8 (without 1)		72.21392.16502.1562280
3Module 1—2, 4, and 7
Module 2—1, 5, 6, and 8 (without 3)		72.20232.14982.1672280
4Module 1—2, 4, and 7
Module 2—1, 3, 6, and 8 (without 5)		72.20322.15592.1564280
5Module 1—2, 4, and 7
Module 2—1, 3, 5, and 8 (without 6)		72.13522.24552.1593280
6Module 1—2, 4, and 7
Module 2—1, 3, 5, and 6 (without 8)		72.17032.15782.1638280
7Module 1—2, 4, and 7
Module 2—5, 6, and 8 (without 1 and 3)		62.18442.11962.1457245
8Module 1—2, 4, and 7
Module 2—1, 3, and 6 (without 5 and 8)		62.18812.15002.1572245
9Module 1—2, 4, and 7
Module 2—1, 6, and 8 (without 3 and 5)		62.20572.24652.1572245
10Module 1—2, 4, and 7
Module 2—3, 5, and 6 (without 1 and 8)		62.17152.15312.1437245
11Module 1—2, 4, and 7
Module 2—3, 6, and 8 (without 1 and 5)		62.16792.15362.1370245
12Module 1—2, 4, and 7
Module 2—1, 3, and 5 (without 6 and 8)		62.21812.14152.1398245
13Module 1—2, 4, and 7
Module 2—1, 3, and 8 (without 5 and 6)		62.18832.16242.1551245
14Module 1—2, 4, and 7
Module 2—3 and 6 (without 1, 5, and 8)		52.14782.18852.1485210
15Module 1—2, 4, and 7
Module 2—3 and 5 (without 1, 6, and 8)		52.15422.12102.0914210
16Module 1—2, 4, and 7
Module 2—1 and 3 (without 5, 6, and 8)		52.14362.25512.1580210
17Module 1—2, 4, and 7
Module 2—3 and 8 (without 1, 5, and 6)		52.17772.23272.1981210
18Module 1—2, 4, and 7
Module 2—1 (without 3, 5, 6, and 8)		42.20067.05105.6472210
19Module 1—2, 4, and 7
Module 2—3 (without 1, 5, 6, and 8)		42.15546.63925.2857175
20Module 1—2, 4, and 7
Module 2—5 (without 1, 3, 6, and 8)		42.18566.83575.4230175
21Module 1—2, 4, and 7
Module 2—6 (without 1, 3, 5, and 8)		42.18733.63552.7732175
22Module 1—2, 4, and 7
Module 2—8 (without 1, 3, 5, and 8)		42.21096.17184.9165175