aivika: A multi-paradigm simulation library

[ bsd3, library, simulation ] [ Propose Tags ]

Aivika is a multi-paradigm simulation library which has the following features:

  • allows defining recursive stochastic differential equations of System Dynamics (unordered as in maths via the recursive do-notation);

  • has a basic support of the event-driven paradigm of the Discrete Event Simulation (DES);

  • has a basic support of the process-oriented paradigm of DES with an ability to resume, suspend and cancel the discontinuous processes;

  • allows working with limited resources (you can define your own behaviour or use the predefined queue strategies);

  • allows customizing the queues (you can define your own behaviour or use the predefined queue strategies);

  • supports the activity-oriented paradigm of DES;

  • supports the basic constructs for the agent-based modeling;

  • allows creating combined discrete-continuous models;

  • the arrays of simulation variables are inherently supported (this is mostly a feature of Haskell itself);

  • supports the Monte-Carlo simulation;

  • the simulation model can depend on external parameters;

  • uses extensively the signals to notify the model about changing the reference and variable values;

  • allows gathering statistics in time points;

  • hides the technical details in high-level simulation monads (three of them support the recursive do-notation).

Aivika itself is a light-weight engine with minimal dependencies. However, it has additional packages Aivika Experiment [1] and Aivika Experiment Chart [2] that offer the following features:

  • automating the simulation experiments;

  • saving the results in CSV files;

  • plotting the deviation chart by rule 3-sigma, histogram, time series, XY chart;

  • collecting the summary of statistical data;

  • parallel execution of the Monte-Carlo simulation;

  • have an extensible architecture.

All three libraries were tested on Linux, Windows and OS X.

Please read the PDF document An Introduction to Aivika Simulation Library [3] for more details (a little outdated). This document is included in the distributive of Aivika but you can usually find a more recent version by the link provided.

[1] http://hackage.haskell.org/package/aivika-experiment

[2] http://hackage.haskell.org/package/aivika-experiment-chart

[3] https://github.com/dsorokin/aivika/blob/master/doc/aivika.pdf

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Versions [RSS] 0.1, 0.2, 0.3, 0.4, 0.4.1, 0.4.2, 0.4.3, 0.5, 0.5.1, 0.5.4, 0.6, 0.6.1, 0.7, 1.0, 1.1, 1.2, 1.2.1, 1.3, 1.4, 2.0, 2.1, 3.0, 3.1, 4.0, 4.0.1, 4.0.3, 4.1, 4.1.1, 4.2, 4.3, 4.3.1, 4.3.2, 4.3.3, 4.3.4, 4.3.5, 4.5, 4.6, 5.0.1, 5.1, 5.2, 5.3, 5.3.1, 5.4, 5.5, 5.6, 5.7, 5.8, 5.9, 5.9.1
Dependencies array (>=0.3.0.0), base (>=4.5.0.0 && <6), containers (>=0.4.0.0), mtl (>=2.1.1), random (>=1.0.0.3) [details]
License BSD-3-Clause
Copyright (c) 2009-2013. David Sorokin <david.sorokin@gmail.com>
Author David Sorokin
Maintainer David Sorokin <david.sorokin@gmail.com>
Category Simulation
Home page http://github.com/dsorokin/aivika
Uploaded by DavidSorokin at 2013-07-27T10:38:28Z
Distributions NixOS:5.9.1
Downloads 38894 total (111 in the last 30 days)
Rating 2.0 (votes: 1) [estimated by Bayesian average]
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