Simulación Computacional - 602904

Horario de clases

• Lunes y Jueves de 8 am a 10 am (Sala MCA Edificio Albert Einstein)

Lugar de atención a estudiantes

• • Sala de Profesores 1 - 1er Piso FCBI

  • Centro de Investigaciones 4to Piso FCBI

• Laboratorio Grupo GITECX Edif. Leonardo da Vinci

Evaluación

• • 1er corte 30%

    • 1er Parcial 15%

    • Taller 5%

    • Exposición Software de Simulación 5%

    • Quices 5%

  • 2do corte 30%

    • 2do Parcial 15%

    • Taller 5%

    • Avance Proyecto 5%

    • Quices 5%

  • 3er corte 40%

    • Examén Final 15%

  • Quices 5%

    • Proyecto 20%

      • Sustentación del Proyecto (Presentación PechaKucha y Video Demo en YouTube) 15%

      • Artículo 5% (LaTeX)

Bibliografía

• • [Rios08] RIOS, David, RIOS, Sixto, MARTÍN, Jacinto. Simulación, Métodos y aplicaciones. 2da Edición. Editorial Alfaomega, 2008 [url]

  • [Law03] Law, Averill M. How to conduct a successful simulation study. Proceedings of the 2003 Winter Simulation Conference. S. Chick, P. J. Sánchez, D. Ferrin, and D. J. Morrice, eds. (2003) [pdf]

  • [Rios00] RIOS, David, RIOS, Sixto, MARTÍN, Jacinto. Simulación, Métodos y aplicaciones. Editorial Alfaomega, 2000

  • [Ross13] Ross, Sheldon.: Simulation, 5th ed. Academic Press, 2013

  • [Ross99] Ross, Sheldon.: Simulación, 2da Edición. Pearson Press, 1999

  • [Banks10] BANKS, Jerry, CARSON III, John S, NELSON, Barry. Discrete-Event System Simulation. (Fifth Edition). Prentice-Hall, 2010.

  • [Averill07] AVERILL M, Law, KELTON, W. David. Simulation Modeling and Analysis. 4th ed. Editorial Mc. Graw-Hill; 2007.

  • [Coss93] COSS, Raul. Simulación: un enfoque práctico. Editorial Limusa, 1993.

  • [Banks98] Jerry Banks, “Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice”, John Wiley & Sons, Inc., 1998.

Bibliografía en Biblioteca Unillanos

• • [Rios] RIOS, David, RIOS, Sixto, MARTÍN, Jacinto. Simulación, Métodos y aplicaciones. Editorial Alfaomega. Código de barras: 54660, Signatura: 511.8 S45a

  • [Pazos] PAZOS Arias, José Juan; SUAREZ González, Andrés; DÍAZ Redondo, Rebeca P. Teoría de Colas y Simulación de Eventos Discretos. Pearson Educación. Código de barras:54628, Signatura: 519.82 P348

MOOCs SImulation

• Coursera - Simulation and modeling of natural processes: https://es.coursera.org/learn/modeling-simulation-natural-processes

• edX - Computational Thinking for Modeling and Simulation: https://www.edx.org/es/course/computational-thinking-for-modeling-and-simulation

  • edX - Stochastic Processes: Data Analysis and Computer Simulation: https://www.edx.org/course/stochastic-processes-data-analysis-and-computer-simulation-2

  • Coursera - Computer Simulations: https://www.coursera.org/learn/computer-simulations

  • edX - A Hands-on Introduction to Engineering Simulations (ANSYS): https://www.edx.org/es/course/a-hands-on-introduction-to-engineering-simulations

MOOCs Related

• • Coursera - The Finite Element Method for Problems in Physics: https://www.coursera.org/learn/finite-element-method

  • Coursera - Fundamentals of Fluid Power: https://www.coursera.org/learn/fluid-power

  • Coursera - Fundamentals of Fluid-Solid Interactions: https://www.coursera.org/learn/fluid-solid-interaction

Conferencias, charlas, etc.

• Videolectures: http://videolectures.net/site/search/?q=simulation

Wikipedia

• Sistema Dinámico: https://es.wikipedia.org/wiki/Sistema_din%C3%A1mico | Dynamical system: https://en.wikipedia.org/wiki/Dynamical_system

  • Dinámica de Sistemas: https://es.wikipedia.org/wiki/Din%C3%A1mica_de_sistemas | System Dynamics: https://en.wikipedia.org/wiki/System_dynamics

Otros Recursos

• • Tutoriales LaTeX en Overleaf (Inglés):

  • https://www.overleaf.com/latex/learn/free-online-introduction-to-latex-part-1#.WKxKzhIrKRs

  • https://www.overleaf.com/latex/learn/free-online-introduction-to-latex-part-2#.WKxLFhIrKRs

  • https://www.overleaf.com/latex/learn/free-online-introduction-to-latex-part-3#.WKxLKhIrKRs

  • Aprender Python (Libro): http://www.diveintopython3.net/

  • Tutorial de Python en línea: http://www.learnpython.org/

  • Curso de Python en Coursera: https://es.coursera.org/learn/python

  • Documentación Python: https://docs.python.org/

  • Matplotlib - 2D and 3D Plotting in IPython: http://jeffskinnerbox.me/notebooks/matplotlib-2d-and-3d-plotting-in-ipython.html

  • IDE Python en línea: https://repl.it/languages/python3

  • Tutorial Git: http://blog.santiagobasulto.com.ar/programacion/2011/11/27/tutorial-de-git-en-espanol.html

  • Sublime text 3: http://www.sublimetext.com/3

  • Descargar Anaconda: https://www.anaconda.com/distribution

  • Notebook viewer online - Para compartir Notebooks de IPython o Jupyter: http://nbviewer.ipython.org/

  • Anaconda Python IDE con Sublime text 3: http://damnwidget.github.io/anaconda/

  • Sublime 3 como IDE para Python: https://realpython.com/blog/python/setting-up-sublime-text-3-for-full-stack-python-development/

  • Tutorial Markdown: http://www.markdown-tutorial.com/

Software de simulación de eventos discretos:

Comercial

• • AnyLogic - A general purpose multimethod modeling tool. Wiki: https://en.wikipedia.org/wiki/AnyLogic, URL: https://www.anylogic.com/

  • Arena (software) - A discrete event simulation program that also allows modeling of continuous processes.

  • Care pathway simulator - A discrete event simulation program specifically designed for service industries e.g. healthcare.

  • Enterprise Dynamics - A simulation software platform to model and analyze virtually any manufacturing, material handling and logistics challenge.

  • ExtendSim - A general purpose simulation software package.

  • DELMIA - Part of the 3DEXPERIENCE platform of Dassault Systems

  • Flexsim - A discrete event simulation software with a drag-and-drop interface for modeling simulations in 3D.

  • GoldSim - Combines system dynamics with aspects of discrete event simulation, embedded in a Monte Carlo framework.

  • GPSS - A discrete event simulation language. Different implementations are available through vendors.

  • Micro Saint Sharp - A general purpose discrete event modeling tool that uses a drag and drop interface and the C# programming language.

  • MS4 Modeling Environment - A general purpose DEVS methodology based software environment for discrete event and hybrid models.

  • Plant Simulation - Software that enables the simulation and optimization of production systems and processes.

  • Simcad Pro - Discrete event simulation software. On-The-Fly model changes while the simulation is running. Visual interface with no coding environment. Includes VR and Physics engine.

  • SimEvents - Adds discrete event simulation to the MATLAB/Simulink environment.

  • SIMUL8 - Object-based simulation software

  • VisualSim - Model-based system architecture exploration of electronics, embedded software and semiconductors based on timing, power consumption and functionality

  • WITNESS - Discrete event simulation with VR available on desktop and cloud

Open Source:

• CPN Tools - A tool to analyze logistics/queuing models in all types of applications.

  • DESMO-J - A framework for discrete-event simulation in Java, supporting hybrid event/process models and providing animation in 2D and 3D.

• Facsimile - A discrete-event simulation/emulation library.

• PowerDEVS - An integrated tool for hybrid systems modeling and simulation based on the DEVS formalism.

• Ptolemy II - A software framework supporting experimentation with actor-oriented design.

• SIM.JS - SIM.JS is a general-purpose Discrete Event Simulation library written entirely in JavaScript. Runs in browser and a GUI-based modeling tool is supported.

• SimPy - SimPy is a process-based discrete-event simulation framework based on standard Python.

• Simula - A programming language designed specifically for simulation.

• SystemC - A set of C++ classes and macros which provide an event-driven simulation kernel.

Otros software de simulación:

Comercial

• ProModel - A discrete-event simulation tool that also allows modeling of continuous processes: https://www.promodel.com/ [download]

  • GAMA - A modeling and simulation development environment for building spatially explicit agent-based simulations. URL: https://gama-platform.github.io/

• Powersim

• StartLogo

  • SIMIO - Simio is a unique multi-paradigm modeling tool that combines the simplicity of objects with the flexibility of processes to provide a rapid modeling capability without requiring programming. Wiki: https://everipedia.org/wiki/lang_en/Simio,URL: https://www.simio.com/

  • Repast - The Recursive Porous Agent Simulation Toolkit (Repast) is a widely used free and open-source, cross-platform, agent-based modeling and simulation toolkit. Wiki: https://en.wikipedia.org/wiki/Repast_(modeling_toolkit), URL: https://repast.github.io/index.html

• MASON

  • NetLogo - A programming language and integrated development environment (IDE) for agent-based modeling. Wiki: https://en.wikipedia.org/wiki/NetLogo, URL: https://ccl.northwestern.edu/netlogo/

• Palabos - Open-source CFD solver based on the lattice Boltzmann method: http://www.palabos.org/

• HEC-RAS is a computer program that models the hydraulics of water flow through natural rivers and other channels: http://www.hec.usace.army.mil/software/hec-ras/

Software de métodos numéricos o afines:

• SfePy - Simple Finite Elements in Python: http://sfepy.org/doc-devel/index.html

• OpenFEM: http://support.sdtools.com/gf/project/openfem/

• FreeFem++: http://www.freefem.org/

Lecturas complementarias

• • [Mancilla00] Alfonso Manuel Mancilla Herrera. Números aleatorios. Historia, teoría y aplicaciones. Ingeniería y Desarrollo 2000, (8) URL: http://www.redalyc.org/articulo.oa?id=85200804

• [Isaacson14] Walter Isaacson. Los innovadores: Los genios que inventaron el futuro. DEBATE, 2014. 608 págs. ISBN 9788499924663 [amazon][youtube][reseña]

Películas recomendadas

• • Hidden Figures (Talentos Ocultos): https://www.youtube.com/watch?v=Q_BZrkilZAw

  • The Imitation Game (El Código Enigma): https://www.youtube.com/watch?v=694Gt_c4X7w

  • Social Network (Red Social): https://www.youtube.com/watch?v=TQAGdBecBuk

  • Agora (Ágora): https://www.youtube.com/watch?v=VV0WjQeb0fI

Documentales recomendados

• • Lo and Behold: Reveries of the Connected World (He aquí las ensoñaciones de un mundo conectado): https://www.youtube.com/watch?v=Zc1tZ8JsZvg [wiki][imdb]

Notas