G. Wahba (1990)
Spline Models for Observational Data
Series in Applied Mathematics, Vol. 59, SIAM, Philadelphia.
This book is about mostly multivariate function estimation in reproducing kernel Hilbert spaces. Sections 9.4 and 9.5 on inequality constraints are relevant to modern research on Support Vector Machines.