The book of young and actively working French mathematicians is the first monograph on this topic. The authors considered two sets of issues. On the one hand, they apply duality methods to multidimensional variational problems, discuss numerical methods, prove the theorems of the existence of solutions to multidimensional problems, and on the other, discuss quasi-regularization problems associated with convex extensions of multidimensional variational problems.