Alkaline batteries do not have the amperage capabilities needed to run multiple servos with a load on them. Definitely look to using some sort of hobby type battery, NiCd, NiMH, Lipo, LiFe etc. 4.8V - 6.6V to be safe. (i realize that Lipo's will be over 6.6V, but you can regulate that voltage with a bec.)