Let E be a real uniformly convex Banach space, K be a closed convex nonempty subset of E which is also a nonexpansive retract with retraction P. Let T 1 , T 2 , … , T m : K → E be asymptotically nonexpansive mappings of K into E with sequences (respectively) { k in } n = 1 ∞ satisfying k in → 1 as n → ∞ , i = 1 , 2 , … , m , and ∑ n = 1 ∞ ( k in − 1 ) < ∞ . Let { α in } n = 1 ∞ be a sequence in [ ϵ , 1 − ϵ ] , ϵ ∈ ( 0 , 1 ) , for each i ∈ { 1 , 2 , … , m } (respectively). Let { x n } be a sequence generated for m ⩾ 2 by { x 1 ∈ K , x n + 1 = P [ ( 1 − α 1 n ) x n + α 1 n T 1 ( P T 1 ) n − 1 y n + m − 2 ] , y n + m − 2 = P [ ( 1 − α 2 n ) x n + α 2 n T 2 ( P T 2 ) n − 1 y n + m − 3 ] , ⋮ y n = P [ ( 1 − α m n ) x n + α m n T m ( P T m ) n − 1 x n ] , n ⩾ 1 . Let ⋂ i = 1 m F ( T i ) ≠ ∅ . Strong and weak convergence of the sequence { x n } to a common fixed point of the family { T i } i = 1 m are proved. Furthermore, if T 1 , T 2 , … , T m are nonexpansive mappings and the dual E ∗ of E satisfies the Kadec–Klee property, weak convergence theorem is also proved.