This paper describes a multivariable decision problem based upon the selection of a power source for an environmentally conscious but cost-effective family-size vehicle for the European/United Kingdom (U.K.) marketplace. Stakeholders’ primary requirements for the vehicle are green credentials and low fuel costs, which are shown in U.K. pounds (£).