Sustainability Evaluation of Modern Photovoltaic Agriculture Based on Interval Type-2 Fuzzy AHP-TOPSIS and Least Squares Support Vector Machine Optimized by Fireworks Algorithm

Liang, Yi; Wang, Haichao; Hong, Wei-Chiang

doi:10.32604/ee.2022.017396

Cited by 1 publication

(1 citation statement)

References 43 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…However, the main disadvantage of MCDM methods, such as the AHP approach, is the uncertainty transformed from the pairwise comparison matrix, which is usually characterized by the non-reciprocal property [8]. Besides the AHP method, several MCDM methods have been used to select rehabilitation priorities, including AHP, ANP, SAW, Elimination Et Choix Ia Reality (ELECTRE), Weighted Product (WP), and TOPSIS [9,10]. The combination of MCDM is usually used to determine the uncertainty potential for alternative weights that can be applied to find optimal water resource management solutions [11].…”

Section: Introductionmentioning

confidence: 99%

An Approach for Irrigation Network Rehabilitation Priority Based on Hybrid Ahp-Topsis, Waspas, Moora

Soetjipto

2023

GEOMATE

View full text Add to dashboard Cite

Floods that frequently hit the Jompo Watershed (DAS) area cause damage to irrigation networks. The magnitude of the damage certainly requires much money, while the maintenance funds are minimal and not comparable to the area of the irrigation network. This research aims to select the most appropriate priority for network rehabilitation to produce the maximum benefits. Compiling priorities uses the Analytic Hierarchy Process (AHP) method, but it contains subjectivity in the preparation of AHP. Therefore, to reduce its subjectivity, this study integrates AHP with the Technique for Order Preference by Similarity to the Ideal Solution (TOPSIS) method, Weight Aggregated Sum Product Assessment (WASPAS), and Multi-Objective Optimization by Ratio Analysis (MOORA). Rehabilitation criteria assess the performance of irrigation networks by using the condition of damage to buildings (A1), availability of water (A2), area of irrigation (A3), and crop productivity (A4). The results of AHP-TOPSIS [0.1], AHP-WASPAS [0.0.8], and AHP-MOORA are effectively used in decision-making in rehabilitating irrigation networks. In addition, the results can represent the performance of irrigation networks. The priority to be rehabilitated is the Pangarengan (B3) irrigation network, with preference values of 0.72, 0.81, and 0.33.

show abstract

Section: Introductionmentioning

confidence: 99%

An Approach for Irrigation Network Rehabilitation Priority Based on Hybrid Ahp-Topsis, Waspas, Moora

Soetjipto

2023

GEOMATE

View full text Add to dashboard Cite

show abstract

Sustainability Evaluation of Modern Photovoltaic Agriculture Based on Interval Type-2 Fuzzy AHP-TOPSIS and Least Squares Support Vector Machine Optimized by Fireworks Algorithm

Cited by 1 publication

References 43 publications

An Approach for Irrigation Network Rehabilitation Priority Based on Hybrid Ahp-Topsis, Waspas, Moora

An Approach for Irrigation Network Rehabilitation Priority Based on Hybrid Ahp-Topsis, Waspas, Moora

Contact Info

Product

Resources

About