{"id":28551661,"url":"https://github.com/map0logo/sim-2019","last_synced_at":"2026-02-07T14:30:53.380Z","repository":{"id":70121298,"uuid":"215384334","full_name":"map0logo/sim-2019","owner":"map0logo","description":"Notas del curso de Simulación","archived":false,"fork":false,"pushed_at":"2019-10-31T19:09:20.000Z","size":1896,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-22T18:40:07.658Z","etag":null,"topics":["discrete-event-simulation","risk-analysis","simulation"],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"unlicense","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/map0logo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2019-10-15T19:51:40.000Z","updated_at":"2019-11-19T19:03:29.000Z","dependencies_parsed_at":"2023-02-24T20:15:35.500Z","dependency_job_id":null,"html_url":"https://github.com/map0logo/sim-2019","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/map0logo/sim-2019","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/map0logo%2Fsim-2019","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/map0logo%2Fsim-2019/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/map0logo%2Fsim-2019/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/map0logo%2Fsim-2019/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/map0logo","download_url":"https://codeload.github.com/map0logo/sim-2019/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/map0logo%2Fsim-2019/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29197022,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-07T12:38:28.597Z","status":"ssl_error","status_checked_at":"2026-02-07T12:38:23.888Z","response_time":63,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["discrete-event-simulation","risk-analysis","simulation"],"created_at":"2025-06-10T03:39:27.563Z","updated_at":"2026-02-07T14:30:53.361Z","avatar_url":"https://github.com/map0logo.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Simulación\n\n![simulación](img/noun_simulation_2824462.png)\n\nEste es un curso de simulación orientado a la simulación de eventos discretos, y con un pequeño componente de dinámica de sistemas aplicado a modelos económicos.\n\n## Objetivos\n\nAl finalizar el curso el estudiante debe ser capaz de:\n\n1. Explicar los conceptos fundamentales de las cadenas de markov\n2. Analizar las probabilidades de estado estable en cadenas ergódicas\n3. Analizar las cadenas con estados absorbentes.\n4. Explicar el papel de las distribuciones de Poisson y Exponencial en relación a los procesos de colas.\n5. Distinguir entre los procesos de colas fundamentales, desarrollar sus ecuaciones y aplicarlas.\n6. Explicar los elementos básicos de un problema de inventario\n7. Generar soluciones para modelos de inventarios simples tanto determinísticos como probabilísticos.\n8. Explicar la generación de números pseudoaleatorios y su aplicación en la generación de observaciones aleatorias.\n9. Aplicar modelos de simulación sencillos a problemas de decisión económica.\n\n## Contenido\n\n1. Simulación de Monte Carlo y Riesgo\n   1. Análisis de riesgo en decisiones de negocio\n   2. Simulación de observaciones aleatorias\n   3. Análisis estadístico de modelos de simulación\n   4. Remuestreo de datos históricos\n   5. Correlación de variables inciertas\n2. Simulación de Eventos Discretos\n   1. Conceptos básicos\n   2. Algoritmo de simulación de eventos discretos\n   3. Uso de un lenguaje de simulación\n3. Análisis de las variables de entrada\n   1. Distribuciones de uso común\n   2. Ajuste de parámetros\n   3. Pruebas estadísticas\n4. Análisis de las salidas\n   1. Métodos tradicionales\n   2. Análisis de escenarios\n   3. Óptimización basada en simulación\n\n## Enfoque de enseñanza\n\nEl enfoque del curso es a través de la programación en Python, y la evaluación es mediante la elaboración de análisis sobre casos de estudio. En principio, uno por cada una de las unidades del contenido. Hay cuatro temas cada uno equivale al 25% de la calificación definitiva.\n\n# Bibliografía\n\n[1]J. R. Evans, Business analytics: methods, models, and decisions, Second edition, Global edition. Boston: Pearson, 2017.\n[2]Y. E. Osais, Computer simulation: a foundational approach using Python. Boca Raton: CRC Press/Taylor \u0026 Francis Group, 2018.\n[3]G. A. Wainer, Discrete-event modeling and simulation: a practitioner’s approach. Boca Raton: CRC Press, 2009.\n[4]A. B. Downey, Modeling and Simulation in Python. Version 3.4.3. Needham, Massachusetts: Green Tea Press, 2019.\n[5]S. Robinson, Simulation: the practice of model development and use. Chichester, West Sussex, England ; Hoboken, NJ: John Wiley \u0026 Sons, Ltd, 2004.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmap0logo%2Fsim-2019","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmap0logo%2Fsim-2019","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmap0logo%2Fsim-2019/lists"}