000 | 06797nam a2200805 i 4500 | ||
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001 | 9780750338431 | ||
003 | IOP | ||
005 | 20230516170252.0 | ||
006 | m eo d | ||
007 | cr cn |||m|||a | ||
008 | 220118s2021 enka fob 000 0 eng d | ||
020 |
_a9780750338431 _qebook |
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020 |
_a9780750338424 _qmobi |
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020 |
_z9780750338417 _qprint |
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020 |
_z9780750338448 _qmyPrint |
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024 | 7 |
_a10.1088/978-0-7503-3843-1 _2doi |
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035 | _a(CaBNVSL)thg00083133 | ||
035 | _a(OCoLC)1290483007 | ||
040 |
_aCaBNVSL _beng _erda _cCaBNVSL _dCaBNVSL |
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050 | 4 |
_aQA76.9.C65 _bA747 2021eb |
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072 | 7 |
_aPHS _2bicssc |
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072 | 7 |
_aSCI040000 _2bisacsh |
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082 | 0 | 4 |
_a003.3 _223 |
100 | 1 |
_aArgun, Aykut, _eauthor. _970607 |
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245 | 1 | 0 |
_aSimulation of complex systems / _cAykut Argun, Agnese Callegari and Giovanni Volpe. |
264 | 1 |
_aBristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : _bIOP Publishing, _c[2021] |
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300 |
_a1 online resource (various pagings) : _billustrations (some color). |
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336 |
_atext _2rdacontent |
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337 |
_aelectronic _2isbdmedia |
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338 |
_aonline resource _2rdacarrier |
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490 | 1 | _a[IOP release $release] | |
490 | 1 | _aIOP ebooks. [2021 collection] | |
500 | _a"Version: 202112"--Title page verso. | ||
504 | _aIncludes bibliographical references. | ||
505 | 0 | _a1. Molecular dynamics -- 1.1. Single particle -- 1.2. Time reversibility -- 1.3. Multiple particles -- 1.4. Randomness -- 1.5. Further reading -- 1.6. Problems -- 1.7. Challenges | |
505 | 8 | _a2. Ising model -- 2.1. Monte Carlo method -- 2.2. Ising model -- 2.3. Critical temperature -- 2.4. Critical mixtures -- 2.5. Further reading -- 2.6. Problems -- 2.7. Challenges | |
505 | 8 | _a3. Forest fires -- 3.1. Forest growth and fire ignition -- 3.2. Power-law behavior -- 3.3. Further reading -- 3.4. Problems -- 3.5. Challenges | |
505 | 8 | _a4. The game of life -- 4.1. One-dimensional cellular automata -- 4.2. Conway's game of life -- 4.3. Majority rule -- 4.4. Further reading -- 4.5. Problems -- 4.6. Challenges | |
505 | 8 | _a5. Brownian dynamics -- 5.1. Random walks and universality -- 5.2. Discrete white noise -- 5.3. Brownian motion -- 5.4. Optical tweezers -- 5.5. Further reading -- 5.6. Problems -- 5.7. Challenges | |
505 | 8 | _a6. Anomalous diffusion -- 6.1. Anomalous diffusion exponent -- 6.2. Regularization and normalization -- 6.3. Models of anomalous diffusion -- 6.4. Anomalous diffusion in a non-homogeneous force field -- 6.5. Further reading -- 6.6. Problems -- 6.7. Challenges | |
505 | 8 | _a7. Multiplicative noise -- 7.1. A minimal discrete-time model -- 7.2. Position-dependent noise -- 7.3. Stochastic integrals -- 7.4. The spurious drift -- 7.5. Drift and diffusion measurement -- 7.6. Particles close to an interface -- 7.7. Further reading -- 7.8. Problems -- 7.9. Challenges | |
505 | 8 | _a8. The Vicsek model -- 8.1. The standard Vicsek model -- 8.2. The effect of delay -- 8.3. Non-metric and non-reciprocal interactions -- 8.4. Further reading -- 8.5. Problems -- 8.6. Challenges | |
505 | 8 | _a9. Living crystals -- 9.1. Active Brownian motion -- 9.2. Mean square displacement -- 9.3. Living crystals -- 9.4. Aligning interactions -- 9.5. Further reading -- 9.6. Problems -- 9.7. Challenges | |
505 | 8 | _a10. Sensory delay -- 10.1. A light-sensitive robot -- 10.2. Single robot with a sensory delay -- 10.3. Multiple robots with sensory delay -- 10.4. Further reading -- 10.5. Problems -- 10.6. Challenges | |
505 | 8 | _a11. Disease spreading -- 11.1. The agent-based SIR model -- 11.2. Disease transmission as a function of the infection rate -- 11.3. Extended SIR models -- 11.4. Lockdown strategies -- 11.5. Further reading -- 11.6. Problems -- 11.7. Challenges | |
505 | 8 | _a12. Network models -- 12.1. The adjacency matrix -- 12.2. Path length, diameter, and clustering coefficient -- 12.3. Erd�ios-R�enyi random graphs -- 12.4. Watts-Strogatz small-world graphs -- 12.5. Albert-Barab�asi preferential-growth graphs -- 12.6. Further reading -- 12.7. Problems -- 12.8. Challenges | |
505 | 8 | _a13. Evolutionary games -- 13.1. The prisoner's dilemma -- 13.2. Evolutionary games on a lattice -- 13.3. Multiple strategies -- 13.4. Further readings -- 13.5. Problems -- 13.6. Challenges | |
505 | 8 | _a14. Ecosystems -- 14.1. Lotka-Volterra model -- 14.2. The logistic growth model -- 14.3. Mutualism -- 14.4. Competition -- 14.5. Further reading -- 14.6. Problems -- 14.7. Challenges | |
505 | 8 | _a15. Ant-colony optimization -- 15.1. The minimum path length problem -- 15.2. Ants at work -- 15.3. Interruptions, accidents, and randomness -- 15.4. Further reading -- 15.5. Problems -- 15.6. Challenges | |
505 | 8 | _a16. The Sugarscape -- 16.1. Models of segregation -- 16.2. The Sugarscape -- 16.3. Further reading -- 16.4. Problems -- 16.5. Challenges. | |
520 | 3 | _aThis book deals with the most fundamental and essential techniques to simulate complex systems, from the dynamics of molecules to the spreading of diseases, from optimization using ant colonies to the simulation of the Game of Life. | |
521 | _aUndergraduate and graduate students. | ||
530 | _aAlso available in print. | ||
538 | _aMode of access: World Wide Web. | ||
538 | _aSystem requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader. | ||
545 | _aAykut Argun is a PhD student in Physics at Gothenburg University. His research interests are optical trapping and manipulation, statistical physics, soft matter, active matter, machine learning technique applied to experimental data Analysis. Agnese Callegari is a researcher at the Physics Department of Gothenburg University. Her research interests are optical trapping and manipulation, statistical physics, soft matter, active matter. Giovanni Volpe is a Professor at the Physics Department of the University of Gothenburg University, where he leads the Active Matter Group. His research interests include soft matter, optical trapping and manipulation, statistical mechanics, brain connectivity, and machine learning. | ||
588 | 0 | _aTitle from PDF title page (viewed on January 18, 2022). | |
650 | 0 |
_aComputer simulation. _95106 |
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650 | 0 |
_aComputational complexity. _93729 |
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650 | 7 |
_aStatistical physics. _2bicssc _93234 |
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650 | 7 |
_aMathematics and computation. _2bisacsh _970439 |
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700 | 1 |
_aCallegari, Agnese, _eauthor. _970608 |
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700 | 1 |
_aVolpe, Giovanni _c(Physicist), _eauthor. _970609 |
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710 | 2 |
_aInstitute of Physics (Great Britain), _epublisher. _911622 |
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776 | 0 | 8 |
_iPrint version: _z9780750338417 _z9780750338448 |
830 | 0 |
_aIOP (Series). _pRelease 21. _970610 |
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830 | 0 |
_aIOP ebooks. _p2021 collection. _970611 |
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856 | 4 | 0 | _uhttps://iopscience.iop.org/book/978-0-7503-3843-1 |
942 | _cEBK | ||
999 |
_c82871 _d82871 |