When it comes to web search, information retrieval (IR) represents a critical technique as pages have been increasingly growing. However, users face major problems; unrelated user query retrieved documents (i.e., low precision), lack of relevant document recall), acceptable time, and minimum storage space. This paper proposed novel advanced document-indexing method (ADIM) with an integrated evo...