... the alternating direction method of multipliers for convex optimization (2017). optimization-online.org 21. Ferreau, H., Kirches, C., Potschka, A., Bock, H., Diehl, M.: qpOASES: a parametric active-set algorithm for quadratic ...

With a simple approach that includes real-time applications and algorithms, this book covers the theory of model predictive control (MPC).

This book presents adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarization approaches.

DeFranza and Gagliardi introduce students to the topic in a clear, engaging, and easy-to-follow manner. Topics are developed fully before moving on to the next through a series of natural connections.

This book gives a comprehensive guide to sparsity methods for systems and control, from standard sparsity methods in finite-dimensional vector spaces (Part I) to optimal control methods in infinite-dimensional function spaces (Part II).

This book addresses privacy in dynamical systems, with applications to smart metering, traffic estimation, and building management.

We consider a basic model of multi-period trading, which can be used to evaluate the performance of a trading strategy.

This book provides a state-of-the-art overview of distributed MPC approaches, while at the same time making clear directions of research that deserve more attention. The core and rationale of 35 approaches are carefully explained.

Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving ...

A carefully chosen team of leading authorities in the field has written the well over 250 articles that comprise the work.