TY - JOUR
T1 - Optimized AHP to Overcome Limits in Weight Calculation
T2 - Building Performance Application
AU - Sangiorgio, Valentino
AU - Uva, Giuseppina
AU - Fatiguso, Fabio
N1 - Publisher Copyright:
© 2017 American Society of Civil Engineers.
PY - 2018/2/1
Y1 - 2018/2/1
N2 - Multicriteria decision making methods, in particular the analytic hierarchy process (AHP), are widely used in many sectors, and increasingly in the field of construction. The AHP is easily adaptable to many decision problems, but it presents great difficulties when the number of criteria or alternatives is large. This issue affects the consistency of the judgment matrix, which is related to the acceptability of the results. To overcome such a drawback of basic importance in the construction field, this paper proposes a novel optimized-AHP (O-AHP) method that redefines the judgment assignments and the generation of the judgment matrix by using a mathematical programming formulation. The validation benchmark tests show that the O-AHP exhibits the same effectiveness of the standard AHP, and it can be applied successfully when the number of alternatives is more than nine. Furthermore, the presented technique is applied to the building performance assessment in the field of antiseismic behavior. The results show that the O-AHP is an approach to simplify the decision-maker operations by defining a numerical value of the building pathology criticality index, which is useful for large-scale applications.
AB - Multicriteria decision making methods, in particular the analytic hierarchy process (AHP), are widely used in many sectors, and increasingly in the field of construction. The AHP is easily adaptable to many decision problems, but it presents great difficulties when the number of criteria or alternatives is large. This issue affects the consistency of the judgment matrix, which is related to the acceptability of the results. To overcome such a drawback of basic importance in the construction field, this paper proposes a novel optimized-AHP (O-AHP) method that redefines the judgment assignments and the generation of the judgment matrix by using a mathematical programming formulation. The validation benchmark tests show that the O-AHP exhibits the same effectiveness of the standard AHP, and it can be applied successfully when the number of alternatives is more than nine. Furthermore, the presented technique is applied to the building performance assessment in the field of antiseismic behavior. The results show that the O-AHP is an approach to simplify the decision-maker operations by defining a numerical value of the building pathology criticality index, which is useful for large-scale applications.
KW - Analytic hierarchy process
KW - Building performance
KW - Optimization
KW - Quantitative methods
UR - http://www.scopus.com/inward/record.url?scp=85035122145&partnerID=8YFLogxK
U2 - 10.1061/(ASCE)CO.1943-7862.0001418
DO - 10.1061/(ASCE)CO.1943-7862.0001418
M3 - Article
AN - SCOPUS:85035122145
SN - 0733-9364
VL - 144
JO - Journal of Construction Engineering and Management
JF - Journal of Construction Engineering and Management
IS - 2
M1 - 04017101
ER -