In this paper we propose new algorithms for multiple modular exponentiation operations. The major aim of these algorithms is to speed up the performance of some cryptographic protocols based on multi-exponentiation. Our new algorithms are based on binary-like complex arithmetic, introduced by Pekmestzi and generalized in this paper.