21 citations · 41 across the 16 of their papers we have counts for
19 papers
Approximate solutions of convex semi-infinite optimization problems in finitely many iterations
Jochen Schmid, Miltiadis Poursanidis
We develop two adaptive discretization algorithms for convex semi-infinite optimization, which terminate after finitely many iterations at approximate solutions of arbitrary precis…
Calibrated simplex-mapping classification
Raoul Heese, Jochen Schmid, Michał Walczak +1
We propose a novel methodology for general multi-class classification in arbitrary feature spaces, which results in a potentially well-calibrated classifier. Calibrated classifiers…
Compensating data shortages in manufacturing with monotonicity knowledge
Martin von Kurnatowski, Jochen Schmid, Patrick Link +5
Optimization in engineering requires appropriate models. In this article, a regression method for enhancing the predictive power of a model by exploiting expert knowledge in the fo…
Approximation, characterization, and continuity of multivariate monotonic regression functions
Jochen Schmid
We deal with monotonic regression of multivariate functions on a compact rectangular domain in , where monotonicity is understood in a gener…
Simulation and optimal control of the Williams-Otto process using Pyomo
Jochen Schmid, Katrin Teichert, Moncef Chioua +2
We illustrate the advantages the high-level open-source software package Pyomo has in rapidly setting up and solving dynamic simulation and optimization problems. In order to do so…
A local input-to-state stability result w.r.t. attractors of nonlinear reaction-diffusion equations
Sergey Dashkovskiy, Oleksiy V. Kapustyan, Jochen Schmid
We establish the local input-to-state stability of a large class of disturbed nonlinear reaction-diffusion equations w.r.t. the global attractor of the respective undisturbed syste…