Network structure of CBAM module. حسب Yawen Zhao (2815210)

"…The model introduces architectural optimizations, including the CSPHet-CBAM attention module, to strengthen feature representation, followed by a channel pruning algorithm tailored to the new architecture to reduce redundancy while maintaining accuracy. …"

Minimizing fuzzy goal. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The basic ANFIS structure. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Results for the RR-Russell model. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The quantity of selected shares with λ = 0.75. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The ANFIS input and output. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Results for the RR-CCR model. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The quantity of selected shares with λ = 0.5. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The quantity of selected shares with λ = 0. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Stages of conducting the research. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Difference in the prediction of KIMI stock. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Any adverse deviation in fuzzy goal. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The quantity of selected shares with λ = 0.25. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

The quantity of selected shares with λ = 1. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Information regarding financial indicators. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Research flowchart. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Results for the RR-Additive model. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Maximizing fuzzy goal. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Difference in the prediction of DKSR stock. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"

Chaotic time series from DKSR stock data. حسب Mohammadmahdi Taheri (21722285)

"…In the third stage, the fuzzy goal programming (FGP) method is applied, incorporating the prediction errors from the previous stage. The model is optimized in GAMS software, considering each Index’s objectives in a fuzzy context, with the results presented separately for different objectives. …"