TY - JOUR
T1 - An extended goal programming methodology for analysis of a network encompassing multiple objectives and stakeholders
AU - Jones, Dylan Francis
AU - de Oliveira Florentino, Helenice
AU - Cantane, Daniela
AU - Oliveira, Rogerio
N1 - 24 month embargo.
PY - 2016/12/16
Y1 - 2016/12/16
N2 - This paper proposes a goal programming methodology to ensure that a mix of balance and optimisation is achieved across a hierarchical decision network. The extended goal programming principle is used for this purpose. A model is constructed that provides consideration of balance and efficiency of multiple objectives and stakeholders at each network node level. A goal programming formulation to provide the decision that best meets the goals of the network is given. The proposed model is controlled by three key parameters that represent the level of non-compensation between objectives, level of non-compensation between stakeholders, and level of centralisation in the network. The methodology is demonstrated on an example pertaining to regional renewable energy generation and the results are discussed. Conclusions are drawn as to the effect of different attitudes towards compensatory behaviour between objectives and stakeholders in the network.
AB - This paper proposes a goal programming methodology to ensure that a mix of balance and optimisation is achieved across a hierarchical decision network. The extended goal programming principle is used for this purpose. A model is constructed that provides consideration of balance and efficiency of multiple objectives and stakeholders at each network node level. A goal programming formulation to provide the decision that best meets the goals of the network is given. The proposed model is controlled by three key parameters that represent the level of non-compensation between objectives, level of non-compensation between stakeholders, and level of centralisation in the network. The methodology is demonstrated on an example pertaining to regional renewable energy generation and the results are discussed. Conclusions are drawn as to the effect of different attitudes towards compensatory behaviour between objectives and stakeholders in the network.
KW - Extended goal programming
KW - renewable energy
KW - multiple objective programming,
U2 - 10.1016/j.ejor.2016.05.032
DO - 10.1016/j.ejor.2016.05.032
M3 - Article
SN - 0377-2217
VL - 255
SP - 845
EP - 855
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 3
ER -