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Sorin Olaru, Ionela Prodan, Florin Stoican
(Beteiligte)
Mixed-Integer Representations in Control Design
Mathematical Foundations and Applications
1st ed. 2016. 2015. xii, 107 S. 30 Farbabb. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING 2015
ISBN: 3-319-26993-3 (3319269933)
Neue ISBN: 978-3-319-26993-1 (9783319269931)
Preis und Lieferzeit: Bitte klicken
In this book, the authors propose efficient characterizations of the non-convex regions that appear in many control problems, such as those involving collision/obstacle avoidance and, in a broader sense, in the description of feasible sets for optimization-based control design involving contradictory objectives.
The text deals with a large class of systems that require the solution of appropriate optimization problems over a feasible region, which is neither convex nor compact. The proposed approach uses the combinatorial notion of hyperplane arrangement, partitioning the space by a finite collection of hyperplanes, to describe non-convex regions efficiently. Mixed-integer programming techniques are then applied to propose acceptable formulations of the overall problem. Multiple constructions may arise from the same initial problem, and their complexity under various parameters - space dimension, number of binary variables, etc. - is also discussed.
This book is a useful tool for academic researchers and graduate students interested in non-convex systems working in control engineering area, mobile robotics and/or optimal planning and decision-making.
Introduction.- Non-Covex Region Characterization by Hyperplane Arrangements.- Mixed-Integer Representations.- Examples of Multi-Agent Control Problems.- Conclusions.