Given a finite set E and an operator sigma:2^{E}-->2^{E}, two subsets X,Y of the ground set E are cospanning if sigma(X)=sigma(Y) (Korte, Lovasz, Schrader; 1991). We investigate cospanning relations on violator spaces. A notion of a violator space was introduced in (Gartner, Matousek, Rust, Skovrovn; 2008) as a combinatorial framework that encompasses linear programming and other geometric optimization problems. Violator spaces are defined by violator operators. We introduce co-violator spaces based on contracting operators known also as choice functions. Let alpha,beta:2^{E}-->2^{E} be a violator operator and a co-violator operator, respectively. Cospanning characterizations of violator spaces allow us to obtain some new properties of violator operators, co-violator operators, and their interconnections. In particular, we show that uniquely generated violator spaces enjoy so-called Krein-Milman properties, i.e., alpha(beta(X))=alpha(X) and beta(alpha}(X))=beta(X) for every subset X of the ground set E.