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Published in 2018 at "Journal of Global Optimization"
DOI: 10.1007/s10898-017-0591-0
Abstract: We investigate in this paper nonconvex binary quadratically constrained quadratic programming (QCQP) which arises in various real-life fields. We propose a novel approach of getting quadratic convex reformulation (QCR) for this class of optimization problem.…
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Keywords:
programming;
constrained quadratic;
binary quadratically;
quadratically constrained ... See more keywords
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Published in 2020 at "Optimization Letters"
DOI: 10.1007/s11590-018-1361-8
Abstract: This paper presents a new linear reformulation to convert a binary quadratically constrained quadratic program into a 0–1 mixed integer linear program. By exploiting the symmetric structure of the quadratic terms embedded in the objective…
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Keywords:
linear reformulation;
binary quadratically;
constrained quadratic;
structured linear ... See more keywords
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Published in 2021 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2021.3085172
Abstract: Controller design for nonlinear systems with Control Lyapunov Function (CLF) based quadratic programs has recently been successfully applied to a diverse set of difficult control tasks. These existing formulations do not address the gap between…
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Keywords:
control;
control lyapunov;
sampled data;
quadratic programs ... See more keywords
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Published in 2019 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2018.2879552
Abstract: An approach to find the global optimal solution of the dilution of precision (DOP) problem is presented. The DOP optimization problem considered assumes an environment comprising multiple randomly predeployed sensors (or navigation sources) and an…
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Keywords:
dilution precision;
constrained fractional;
problem;
dop ... See more keywords
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Published in 2017 at "Journal of Industrial and Management Optimization"
DOI: 10.3934/jimo.2020071
Abstract: The paper proposes a novel class of quadratically constrained convex reformulations (QCCR) for semi-continuous quadratic programming. We first propose the class of QCCR for the studied problem. Next, we discuss how to polynomially find the…
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Keywords:
quadratically constrained;
continuous quadratic;
constrained convex;
convex reformulations ... See more keywords