{"id":58962,"date":"2025-05-10T14:05:27","date_gmt":"2025-05-10T12:05:27","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/glossary\/modelo-matematico\/"},"modified":"2025-05-10T14:05:27","modified_gmt":"2025-05-10T12:05:27","slug":"modelo-matematico","status":"publish","type":"glosario","link":"https:\/\/www.carolinacampalans.com\/?glosario=modelo-matematico","title":{"rendered":"modelo matem\u00e1tico"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p class=\"p1\">Una representaci\u00f3n abstracta y simplificada de un sistema real, proceso o fen\u00f3meno, que utiliza s\u00edmbolos matem\u00e1ticos y relaciones l\u00f3gicas para describir su comportamiento y propiedades.<\/p>\n<p class=\"p1\">Los modelos matem\u00e1ticos se emplean para analizar, predecir y optimizar situaciones complejas en una amplia variedad de campos, como f\u00edsica, ingenier\u00eda, econom\u00eda, biolog\u00eda o ciencias sociales.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Caracter\u00edsticas<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><ul>\n<li><strong>abstracci\u00f3n<\/strong> (simplifica la realidad para centrarse en los aspectos m\u00e1s importantes del fen\u00f3meno)<\/li>\n<li><strong>precisi\u00f3n<\/strong> (utiliza ecuaciones, funciones y datos num\u00e9ricos para describir relaciones exactas)<\/li>\n<li><strong>generalizaci\u00f3n<\/strong> (puede aplicarse a diferentes escenarios con las mismas caracter\u00edsticas matem\u00e1ticas)<\/li>\n<li><strong>predictibilidad<\/strong> (permite hacer predicciones sobre el comportamiento futuro del sistema)<\/li>\n<li><strong>validaci\u00f3n<\/strong> (debe ser comprobado y ajustado para reflejar adecuadamente el comportamiento real)<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Componentes<\/h2><\/div><div class=\"fusion-text fusion-text-4\"><ul>\n<li><strong>variables<\/strong> (representan las cantidades que cambian en el sistema; por ejemplo, tiempo, velocidad, poblaci\u00f3n)<\/li>\n<li><strong>par\u00e1metros<\/strong> (valores constantes que definen las propiedades del sistema)<\/li>\n<li><strong>ecuaciones<\/strong> (relaciones matem\u00e1ticas que describen c\u00f3mo interact\u00faan las variables)<\/li>\n<li><strong>condiciones iniciales y de frontera<\/strong> (datos espec\u00edficos que definen el estado del sistema al comienzo del an\u00e1lisis)<\/li>\n<li><strong>suposiciones y restricciones<\/strong> (limitaciones que simplifican el modelo pero reducen su alcance)<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Tipos<\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo deterministico<\/h3><\/div><div class=\"fusion-text fusion-text-5\"><p>Un tipo de modelo matem\u00e1tico en el que los resultados son completamente determinados por las condiciones iniciales y los par\u00e1metros del sistema. Esto significa que, dado un conjunto espec\u00edfico de entradas, siempre producir\u00e1 la misma salida sin ninguna incertidumbre o variabilidad.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Caracteristicas\"><\/span>Caracter\u00edsticas<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>previsibilidad<\/strong> (los resultados son predecibles y replicables)<\/li>\n<li><strong>ausencia de aleatoriedad<\/strong> (no incluye elementos aleatorios o probabil\u00edsticos)<\/li>\n<li><strong>causalidad clara<\/strong> (existe una relaci\u00f3n directa y clara entre las variables de entrada y las salidas)<\/li>\n<li><strong>estabilidad<\/strong> (las peque\u00f1as variaciones en las condiciones iniciales no cambian significativamente el resultado)<\/li>\n<li><strong>matem\u00e1ticamente definido<\/strong> (utiliza ecuaciones matem\u00e1ticas bien definidas para describir las relaciones)<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo estoc\u00e1stico<\/h3><\/div><div class=\"fusion-text fusion-text-6\"><p>Un tipo de modelo matem\u00e1tico que incorpora elementos de aleatoriedad y probabilidad para describir sistemas o procesos cuyo comportamiento es incierto o impredecible. A diferencia de los modelos determin\u00edsticos, los modelos estoc\u00e1sticos permiten que las variables incluyan componentes aleatorios, lo que resulta en salidas que pueden variar incluso cuando las condiciones iniciales son las mismas.<\/p>\n<\/div><div class=\"fusion-text fusion-text-7\"><h4><span class=\"ez-toc-section\" id=\"Caracteristicas-2\"><\/span>Caracter\u00edsticas<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>incertidumbre inherente<\/strong> (incluyen elementos aleatorios que reflejan la naturaleza impredecible de muchos sistemas reales)<\/li>\n<li><strong>distribuciones de probabilidad<\/strong> (los resultados se describen usando distribuciones probabil\u00edsticas, como la distribuci\u00f3n normal, distribuci\u00f3n de Poisson o distribuci\u00f3n exponencial)<\/li>\n<li><strong>no repetibilidad exacta<\/strong> (el mismo conjunto de entradas puede producir resultados diferentes en cada ejecuci\u00f3n)<\/li>\n<li><strong>dependencia temporal<\/strong> (en algunos casos, pueden incluir procesos dependientes del tiempo, como cadenas de Markov o procesos de Poisson)<\/li>\n<li><strong>simulaci\u00f3n<\/strong> (frecuentemente requieren t\u00e9cnicas de simulaci\u00f3n para analizar escenarios complejos, como la simulaci\u00f3n de Montecarlo)<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo lineal<\/h3><\/div><div class=\"fusion-text fusion-text-8\"><p>Un tipo de modelo matem\u00e1tico en el que la relaci\u00f3n entre las variables de entrada (variables independientes) y la variable de salida (variable dependiente) se expresa mediante una funci\u00f3n lineal. Esto significa que los efectos de los cambios en las variables independientes sobre la variable dependiente son constantes y proporcionales.<\/p>\n<\/div><div class=\"fusion-text fusion-text-9\"><h4><span class=\"ez-toc-section\" id=\"Caracteristicas-3\"><\/span>Caracter\u00edsticas<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>proporcionalidad<\/strong>: los cambios en las variables independientes producen cambios proporcionales en la variable dependiente<\/li>\n<li><strong>simplicidad matem\u00e1tica<\/strong>: las ecuaciones son m\u00e1s simples y f\u00e1ciles de resolver<\/li>\n<li><strong>superposici\u00f3n<\/strong>: obedece al principio de superposici\u00f3n (la suma de los efectos es igual al efecto de la suma)<\/li>\n<li><strong>facilidad de interpretaci\u00f3n<\/strong>: los coeficientes son directamente interpretables<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo no lineal<\/h3><\/div><div class=\"fusion-text fusion-text-10\"><p>Un tipo de modelo matem\u00e1tico en el que al menos una de las relaciones entre las variables es no lineal. Esto significa que los cambios en las variables independientes no producen cambios proporcionales en la variable dependiente y los efectos pueden ser m\u00e1s complejos e interactivos.<\/p>\n<\/div><div class=\"fusion-text fusion-text-11\"><p>Caracter\u00edsticas\u00a2+<\/p>\n<ul>\n<li><strong>No proporcionalidad<\/strong>: los cambios en las entradas no generan respuestas proporcionales.<\/li>\n<li><strong>Interacci\u00f3n compleja<\/strong>: las variables pueden interactuar de manera multiplicativa, exponencial o logar\u00edtmica.<\/li>\n<li><strong>Curvas y superficie<\/strong>s: generan curvas m\u00e1s complejas que no son l\u00edneas rectas.<\/li>\n<li><strong>Mayor flexibilidad<\/strong>: pueden modelar una gama m\u00e1s amplia de fen\u00f3menos reales que un modelo lineal.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo discreto<\/h3><\/div><div class=\"fusion-text fusion-text-12\"><p class=\"p1\">Un tipo de modelo que describe sistemas donde las variables cambian en pasos finitos o en intervalos espec\u00edficos, en lugar de hacerlo de manera continua (como pasar\u00eda en un modelo continuo).<\/p>\n<p class=\"p1\">Estos modelos se utilizan cuando las variables solo pueden tomar ciertos valores discretos, como cuentas enteras, eventos separados o per\u00edodos de tiempo claramente definidos.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Modelo continuo<\/h3><\/div><div class=\"fusion-text fusion-text-13\"><p>Un tipo de modelo matem\u00e1tico que describe sistemas donde las variables pueden cambiar en cualquier punto del tiempo o del espacio, en lugar de solo en intervalos discretos (modelo discreto). Esto significa que las variables se representan mediante funciones continuas, lo que permite una descripci\u00f3n m\u00e1s precisa y detallada de los fen\u00f3menos naturales.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Ejemplos<\/h2><\/div><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-58962-1\"><div class=\"fusion-panel panel-default panel-25955283eab8c7e05 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_25955283eab8c7e05\"><a aria-expanded=\"false\" aria-controls=\"25955283eab8c7e05\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-58962-1\" data-target=\"#25955283eab8c7e05\" href=\"#25955283eab8c7e05\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Modelo matem\u00e1tico deterministico<\/span><\/a><\/h3><\/div><div id=\"25955283eab8c7e05\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_25955283eab8c7e05\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<ul>\n<li><strong>F\u00edsica<\/strong>: las leyes del movimiento de Newton.<\/li>\n<li><strong>Econom\u00eda<\/strong>: funci\u00f3n de producci\u00f3n de Cobb-Douglas.<\/li>\n<li><strong>Ingenier\u00eda<\/strong>: Ley de Ohm.<\/li>\n<li><strong>Qu\u00edmica<\/strong>: ecuaci\u00f3n de balance de masa.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-6ada34b1920b6dfaa fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_6ada34b1920b6dfaa\"><a aria-expanded=\"false\" aria-controls=\"6ada34b1920b6dfaa\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-58962-1\" data-target=\"#6ada34b1920b6dfaa\" href=\"#6ada34b1920b6dfaa\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Modelo matem\u00e1tico estoc\u00e1stico<\/span><\/a><\/h3><\/div><div id=\"6ada34b1920b6dfaa\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_6ada34b1920b6dfaa\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<h4><span class=\"ez-toc-section\" id=\"Economia\"><\/span>Econom\u00eda<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>modelos de precios de activos financieros (modelo de Black-Scholes)<\/li>\n<li>modelos de series temporales (ARIMA, GARCH)<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Fisica\"><\/span>F\u00edsica<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>movimiento brownianod<\/li>\n<li>in\u00e1mica de gases<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Biologia_y_epidemiologia\"><\/span>Biolog\u00eda y epidemiolog\u00eda<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>modelos de crecimiento poblacional con incertidumbre<\/li>\n<li>propagaci\u00f3n de enfermedades (modelos SIR estoc\u00e1sticos)<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Ciencias_sociales\"><\/span>Ciencias sociales<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>modelos de redes sociales y difusi\u00f3n de informaci\u00f3n<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"ttr_end\"><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"template":"","meta":{"inline_featured_image":false,"_vp_format_video_url":"","_vp_image_focal_point":[]},"glosario_categoria":[7025],"glosario_tag":[7019,7104,7163,7029,7100],"class_list":["post-58962","glosario","type-glosario","status-publish","hentry","glosario_categoria-investigacion-analisis","glosario_tag-analisis-visualizacion-datos","glosario_tag-ciencia-de-datos","glosario_tag-matematicas","glosario_tag-metodologia-de-investigacion","glosario_tag-metodos-cuantitativos"],"_links":{"self":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario\/58962","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario"}],"about":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/types\/glosario"}],"wp:attachment":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=58962"}],"wp:term":[{"taxonomy":"glosario_categoria","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_categoria&post=58962"},{"taxonomy":"glosario_tag","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_tag&post=58962"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}