As can be seen from Table 4, SFES-AODV has marked higher THNED than DFES-AODV protocol but at the cost of its PDR degradation. Moreover, SFES-AODV has shown the worst EED result which reflects unbalanced load distribution among nodes. Measurement of the TchebyCheff norm in Table 5 reveals that DFES-AODV is more energy efficient than SFES-AODV. This confirms the usefulness of the proposed dynamic membership function.FSARSA-AODV solves the problem of experimental discre tization of state space in SARSAAODV without degrading its performance. If the experimental setting is changed, no modi-fication in FSARSA-AODV will be needed. This is in contrast to SARSA-AODV that will require a novel discretization for its statespace.