Nothing
delta_k <-
function(Y,X,D,lambda1,lambda2){
gamma<-0.5
2*sum(as.vector(X-Y)%*%as.vector(D))+2*gamma*sum(D^2)+
P(X+D,lambda1,lambda2)-P(X,lambda1,lambda2)
}
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