In this paper, variety of new distance and similarity measures is proposed for Fuzzy Soft Sets. The Fuzzy Soft Sets (FSSs) is a powerful mathematical tool for decision making problem. Therefore the Fuzzy Soft distance and similarity measures are proposed to solve the multiple criteria decision making problems. The different distance and similarity measures are based on Hamming distance, Euclidean distance, Hausdorff metric, normalized Hamming distance, normalized Euclidean distance, normalized Hausdorff distance, generalized Hamming distance, generalized Euclidean distance and generalized Hausdorff distance. An application of Fuzzy Soft distance and similarity measures is illustrated for decision making problem

Fuzzy sets, Soft sets, Fuzzy Soft sets, Fuzzy Soft Distance, Fuzzy Soft Similarity.