aivika: A multi-paradigm simulation library
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;
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 (two 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. 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
Modules
[Index]
- Simulation
- Aivika
- Simulation.Aivika.Dynamics
- Simulation.Aivika.Dynamics.Agent
- Simulation.Aivika.Dynamics.Base
- Simulation.Aivika.Dynamics.Buffer
- Simulation.Aivika.Dynamics.Cont
- Simulation.Aivika.Dynamics.EventQueue
- Simulation.Aivika.Dynamics.FIFO
- Simulation.Aivika.Dynamics.LIFO
- Simulation.Aivika.Dynamics.Parameter
- Simulation.Aivika.Dynamics.Process
- Simulation.Aivika.Dynamics.Random
- Simulation.Aivika.Dynamics.Ref
- Simulation.Aivika.Dynamics.Resource
- Simulation.Aivika.Dynamics.Signal
- Simulation.Aivika.Dynamics.Simulation
- Simulation.Aivika.Dynamics.SystemDynamics
- Simulation.Aivika.Dynamics.UVar
- Simulation.Aivika.Dynamics.Var
- Simulation.Aivika.PriorityQueue
- Simulation.Aivika.Queue
- Simulation.Aivika.Statistics
- Simulation.Aivika.Dynamics
- Aivika
Downloads
- aivika-0.6.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
Maintainer's Corner
For package maintainers and hackage trustees
Candidates
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, 6.0.0, 6.1, 6.1.1 |
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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 2013-07-20T11:59:17Z |
Distributions | NixOS:6.1.1 |
Reverse Dependencies | 9 direct, 2 indirect [details] |
Downloads | 40899 total (27 in the last 30 days) |
Rating | 2.0 (votes: 1) [estimated by Bayesian average] |
Your Rating | |
Status | Docs uploaded by user Build status unknown [no reports yet] |