45 where the are the undetermined lagrange multipliers. Differentiation 1 of equation (35) with respect to C., X.. and x. yields the N(n + 2) 1 3frst-o r c i first-order conditions aCi (35a) N aP k P. + C = 0 k=1 aCi k 1 af. -r. + *. 1 0 +j 1 aX i fi (Xli' Xni) Ci i 1, ..., N i = 1, ..., N j = 1, ..., n = 0 i =1, ..., N From equation (35a) it can be immediately seen that X. = P. + i = 1, . aP. + 3a. Ci term on revenue output. (MRi). N aP al k Ck' k=l i .., N. This expression for A. can be rewritten as X. = (P. 1 1 i aP ) + z k C. In this form, it can be seen that the first kfi aCi k. the right-hand side of the equality is precisely the change in th th in the i region with respect to variations in the i region's th Thus, this term is equal to the i region's marginal revenue Now, substituting for Xi in (35b) yields af. af. (MR. + E 1 C) =- r. 1 kti Ci k aXji j = l, ..., n i = 1, ..., N Rearranging terms in equation (36) results in the expression for the ith region aL aX.. 31 aL ax. (35b) (35c) (36)