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Optimal control for mathematical models of cancer therapies: an application of geometric methods

This book presents applications of geometric optimal control to real life biomedical problems with an emphasis on cancer treatments. A number of mathematical models for both classical and novel cancer treatments are presented as optimal control problems with the goal of constructing optimal protocol...

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Detalles Bibliográficos
Autores principales: Schättler, Heinz, Ledzewicz, Urszula
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-1-4939-2972-6
http://cds.cern.ch/record/2112931
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author Schättler, Heinz
Ledzewicz, Urszula
author_facet Schättler, Heinz
Ledzewicz, Urszula
author_sort Schättler, Heinz
collection CERN
description This book presents applications of geometric optimal control to real life biomedical problems with an emphasis on cancer treatments. A number of mathematical models for both classical and novel cancer treatments are presented as optimal control problems with the goal of constructing optimal protocols. The power of geometric methods is illustrated with fully worked out complete global solutions to these mathematically challenging problems. Elaborate constructions of optimal controls and corresponding system responses provide great examples of applications of the tools of geometric optimal control and the outcomes aid the design of simpler, practically realizable suboptimal protocols. The book blends mathematical rigor with practically important topics in an easily readable tutorial style. Graduate students and researchers in science and engineering, particularly biomathematics and more mathematical aspects of biomedical engineering, would find this book particularly useful.
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spelling cern-21129312021-04-21T20:00:28Zdoi:10.1007/978-1-4939-2972-6http://cds.cern.ch/record/2112931engSchättler, HeinzLedzewicz, UrszulaOptimal control for mathematical models of cancer therapies: an application of geometric methodsMathematical Physics and MathematicsThis book presents applications of geometric optimal control to real life biomedical problems with an emphasis on cancer treatments. A number of mathematical models for both classical and novel cancer treatments are presented as optimal control problems with the goal of constructing optimal protocols. The power of geometric methods is illustrated with fully worked out complete global solutions to these mathematically challenging problems. Elaborate constructions of optimal controls and corresponding system responses provide great examples of applications of the tools of geometric optimal control and the outcomes aid the design of simpler, practically realizable suboptimal protocols. The book blends mathematical rigor with practically important topics in an easily readable tutorial style. Graduate students and researchers in science and engineering, particularly biomathematics and more mathematical aspects of biomedical engineering, would find this book particularly useful.Springeroai:cds.cern.ch:21129312015
spellingShingle Mathematical Physics and Mathematics
Schättler, Heinz
Ledzewicz, Urszula
Optimal control for mathematical models of cancer therapies: an application of geometric methods
title Optimal control for mathematical models of cancer therapies: an application of geometric methods
title_full Optimal control for mathematical models of cancer therapies: an application of geometric methods
title_fullStr Optimal control for mathematical models of cancer therapies: an application of geometric methods
title_full_unstemmed Optimal control for mathematical models of cancer therapies: an application of geometric methods
title_short Optimal control for mathematical models of cancer therapies: an application of geometric methods
title_sort optimal control for mathematical models of cancer therapies: an application of geometric methods
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-1-4939-2972-6
http://cds.cern.ch/record/2112931
work_keys_str_mv AT schattlerheinz optimalcontrolformathematicalmodelsofcancertherapiesanapplicationofgeometricmethods
AT ledzewiczurszula optimalcontrolformathematicalmodelsofcancertherapiesanapplicationofgeometricmethods