| 000 | 02491nmm a22003617a 4500 | ||
|---|---|---|---|
| 003 | SPU | ||
| 005 | 20240326095416.0 | ||
| 008 | 240313s2022 enk|||||o|||| 00| 0 eng d | ||
| 020 | _a9781009239158 | ||
| 040 | _aSPU | ||
| 049 | _amain | ||
| 050 | 4 |
_aQA 9.58 _bM37G 2022 |
|
| 100 |
_aMasuda, Naoki, _d1976- _9256942 |
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| 245 | 1 | 0 |
_aGillespie algorithms for stochastic multiagent dynamics in populations and networks / _cNaoki Masuda, Christian L. Vestergaard |
| 260 |
_aCambridge : _bCambridge University Press, _c2022 |
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| 300 | _aonline resource | ||
| 449 | _a140504 | ||
| 490 | 1 | _aCambridge elements. Elements in the structure and dynamics of complex networks | |
| 505 | _aIntroduction -- Preliminaries -- Classic Gillespie Algorithms -- Computational Complexity and Efficient Implementations -- Gillespie Algorithms for Temporal Networks and Non-Poissonian Jump Processes | ||
| 506 | _aAvailable to OhioLINK libraries | ||
| 520 | _aMany multiagent dynamics can be modeled as a stochastic process in which the agents in the system change their state over time in interaction with each other. The Gillespie algorithms are popular algorithms that exactly simulate such stochastic multiagent dynamics when each state change is driven by a discrete event, the dynamics is defined in continuous time, and the stochastic law of event occurrence is governed by independent Poisson processes. The first main part of this volume provides a tutorial on the Gillespie algorithms focusing on simulation of social multiagent dynamics occurring in populations and networks. The authors clarify why one should use the continuous-time models and the Gillespie algorithms in many cases, instead of easier-to-understand discrete-time models. The remainder of the Element reviews recent extensions of the Gillespie algorithms aiming to add more reality to the model (i.e., non-Poissonian cases) or to speed up the simulations. This title is also available as open access on Cambridge Core | ||
| 650 | 0 |
_aALGORITHMS _938987 |
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| 650 | 0 |
_aSTOCHASTIC PROCESSES _938474 |
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| 650 | 0 |
_aMULTIAGENT SYSTEMS _9256938 |
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| 650 | 0 |
_aSYSTEM ANALYSIS _935579 |
|
| 700 |
_aVestergaard, Christian L. _9256941 |
||
| 830 |
_aCambridge elements. Elements in the structure and dynamics of complex networks _9256937 |
||
| 850 | _aSPU | ||
| 856 | _uhttps://doi.org/10.1017/9781009239158 | ||
| 910 |
_aLibrary _bCambridge University Press _c120324 _pEB000460 |
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| 942 |
_2lcc _cEBK |
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| 998 | _aniparat 0324 | ||
| 999 | _c213743 | ||