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The structure and existence of solutions of the problem of consumption with satiation in continuous time
With the help of the method of Lagrange multipliers and KKT theory, we investigate the structure and existence of optimal solutions of the continuous-time model of consumption with satiation. We show that the differential equations have no solutions in the C(1) class but that solutions exist in a wi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6508698/ https://www.ncbi.nlm.nih.gov/pubmed/31071121 http://dx.doi.org/10.1371/journal.pone.0216383 |
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author | Smoczynski, Peter Miles, Stan |
author_facet | Smoczynski, Peter Miles, Stan |
author_sort | Smoczynski, Peter |
collection | PubMed |
description | With the help of the method of Lagrange multipliers and KKT theory, we investigate the structure and existence of optimal solutions of the continuous-time model of consumption with satiation. We show that the differential equations have no solutions in the C(1) class but that solutions exist in a wider space of functions, namely, the space of functions of bounded variation with non-negative Borel measures as controls. We prove our theorems with no additional assumptions about the structure of the control Borel measures. We prove the conjecture made in the earlier literature, that there are only three types of solutions: I-shaped solutions, with a gulp of consumption at the end of the interval and no consumption at the beginning or in the interior; U-shaped solutions, with consumption in the entire interior of the interval and gulps at the beginning and the end; and intermediate (J-shaped) solutions, with an initial interval of abstinence followed by a terminal interval of distributed consumption at rates and a gulp at the end. We also establish the criteria that permit determination of the solution type using the problem’s parameters. When the solution structure is known, we reduce the problem of the existence of a solution to algebraic equations and discuss the solvability of these equations. We construct explicit solutions for logarithmic utility and CRRA utility. |
format | Online Article Text |
id | pubmed-6508698 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65086982019-05-23 The structure and existence of solutions of the problem of consumption with satiation in continuous time Smoczynski, Peter Miles, Stan PLoS One Research Article With the help of the method of Lagrange multipliers and KKT theory, we investigate the structure and existence of optimal solutions of the continuous-time model of consumption with satiation. We show that the differential equations have no solutions in the C(1) class but that solutions exist in a wider space of functions, namely, the space of functions of bounded variation with non-negative Borel measures as controls. We prove our theorems with no additional assumptions about the structure of the control Borel measures. We prove the conjecture made in the earlier literature, that there are only three types of solutions: I-shaped solutions, with a gulp of consumption at the end of the interval and no consumption at the beginning or in the interior; U-shaped solutions, with consumption in the entire interior of the interval and gulps at the beginning and the end; and intermediate (J-shaped) solutions, with an initial interval of abstinence followed by a terminal interval of distributed consumption at rates and a gulp at the end. We also establish the criteria that permit determination of the solution type using the problem’s parameters. When the solution structure is known, we reduce the problem of the existence of a solution to algebraic equations and discuss the solvability of these equations. We construct explicit solutions for logarithmic utility and CRRA utility. Public Library of Science 2019-05-09 /pmc/articles/PMC6508698/ /pubmed/31071121 http://dx.doi.org/10.1371/journal.pone.0216383 Text en © 2019 Smoczynski, Miles http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Smoczynski, Peter Miles, Stan The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title | The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title_full | The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title_fullStr | The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title_full_unstemmed | The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title_short | The structure and existence of solutions of the problem of consumption with satiation in continuous time |
title_sort | structure and existence of solutions of the problem of consumption with satiation in continuous time |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6508698/ https://www.ncbi.nlm.nih.gov/pubmed/31071121 http://dx.doi.org/10.1371/journal.pone.0216383 |
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