Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 37 4 c Solution Created 2026-10-03 Updated 2026-10-06
Introduce nonnegative surplus variablesAt the proposed starting basic feasible solution, the basic variables are and the nonbasic variables are . Its simplex dictionary, with objective , isIncrease to decrease . The simplex ratio test gives limits from , from , and from . The smallest is , so enters and leaves. After this single pivot the dictionary isAll objective coefficients of nonbasic variables are strictly positive. Thus the simplex method has reached its unique optimum:The feasible dual vector has the same objective, providing an independent weak duality certificate. Normalization givesThese are all the equilibria: the dual's strict slack in row two forces , and the primal's strict slack in column two forces . Equality of the two active row and column payoffs then fixes the displayed probabilities. The value is the first player's expected net loss; the second gains .
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 38 3 b Solution Created 2026-10-03 Updated 2026-10-06
On the dashed spanning tree, the nonzero flows arewith and all non-tree flows zero. The tree balances give supply four at vertex , demands one at and , and demand two at . Its cost is .
Choose and make the tree network reduced costs zero. The resulting network dual potentials areFor the non-tree edges, in the order , the network reduced costs areOnly has negative network reduced cost, so it enters the basis.
Adding this edge to the tree creates the graph cycle . Increasing its flow by adds on and subtracts on . These signed changes preserve every flow balance. The simplex ratio test allows , and the objective decreases by because the cycle's signed cost is .
Take and remove from the basis. The other tied edge remains a zero-flow basic edge; this is a legitimate degenerate tree basis and requires no extra pivot. The new flow isIts cost is . For the new tree, chooseEvery network reduced cost is nonnegative: the new non-tree costs for are . All positive-flow edges have zero network reduced cost, and the dual objective is . Thus complementary slackness gives
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 38 6 b Solution Created 2026-10-03 Updated 2026-10-06
In the first tableau the basis is , givingThe second basis is , giving and . This pair is not yet a Nash equilibrium: label is missing and label is duplicated.
Resolve the duplicate by bringing into the second tableau. Its column is , so the simplex ratio test givesVariable leaves, givingNow label is duplicated. Bring into the first tableau; its column is . The positive-entry ratios are and . Thus leaves, givingAll labels are now present and . Each unnormalized strategy has total mass , so the Lemke-Howson algorithm produces
