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Gould H., Tobochnik J., Christian W. Ч An introduction to computer simulation methods
Gould H., Tobochnik J., Christian W. Ч An introduction to computer simulation methods



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Ќазвание: An introduction to computer simulation methods

јвторы: Gould H., Tobochnik J., Christian W.

јннотаци€:

Now in†its third edition, this book teaches physical concepts using computer simulations. The text incorporates object-oriented programming techniques and encourages†readers†to develop good programming habits in the context of doing physics. Designed for†readers at all levels. An Introduction to Computer Simulation Methods uses Java, currently the most popular programming language. Introduction, Tools for Doing Simulations, Simulating Particle Motion, Oscillatory Systems, Few-Body Problems: The Motion of the Planets, The Chaotic Motion of Dynamical Systems, Random Processes, The Dynamics of Many Particle Systems, Normal Modes and Waves, Electrodynamics, Numerical and Monte Carlo Methods, Percolation, Fractals and Kinetic Growth Models, Complex Systems, Monte Carlo Simulations of Thermal Systems, Quantum Systems, Visualization and Rigid Body Dynamics, Seeing in Special and General Relativity, Epilogue: The Unity of Physics For all readers interested in developing programming habits in the context of doing physics.


язык: en

–убрика: ‘изика/

—татус предметного указател€: √отов указатель с номерами страниц

ed2k: ed2k stats

»здание: 3-d edition

√од издани€: 2006

 оличество страниц: 813

ƒобавлена в каталог: 17.11.2013

ќперации: ѕоложить на полку | —копировать ссылку дл€ форума | —копировать ID
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ѕредметный указатель
Java language, pass by value      54
Java language, primitive data types      16
Java language, protection, package      19
Java language, protection, private      19
Java language, protection, public      15
Java language, statement      14 15
Java language, static methods      25
Java language, String      18
Java language, Switch      120
Java language, thread      35
Java language, variable scope      18
Java language, variables      14
Java language, Virtual Machine      5
Java language, while loop      18
Kepler's laws      108 113Ч114 117Ч118
Kirchhoff's loop rule      98
Kirkwood gaps      137Ч138
Kosterlitz Ч Thouless transition      654Ч656
Lagrangian      244 711 712 773 785
Laplace's equation      379 see
Lattice gas      625Ч626 see
Least squares      221Ч225
Lee Ч Kosterlitz method      636Ч637
Lennard-Jones potential      256Ч257 261 270 293 631Ч633
Lienard Ч Wiechert      391 395
Linear regression      222 see
Linear response function      276 609
Lissajous figures      89
Local variable      23
localization      338Ч339
Logistic map      142 see
Lotka Ч Volterra equations      780
Magnetic field      386 398Ч407
magnetization      599
Magnus effect      70Ч71
Master equation      250
Maxwell Ч Boltzmann distribution      see "Probability distribution"
Maxwell's equations      398Ч407
Mean free path      292Ч293
Melting      278Ч279
Memory recall      554
Metastable state      278
Metropolis algorithm      see "Monte Carlo"
microcanonical ensemble      274 590Ч591 597 603
Microwave cavity      406Ч407
Mimas      see "Saturn"
Minority game      581Ч582
Molecular Dynamics      Chapter 8
Momentum conservation      272
Monte Carlo      202 see
Monte Carlo, canonical ensemble      Chapter 15 see
Monte Carlo, constant pressure ensemble      638Ч639
Monte Carlo, error analysis      see "Error analysis"
Monte Carlo, grand canonical ensemble      625 639Ч640
Monte Carlo, importance sampling      429 433Ч435 604 699 711
Monte Carlo, Metropolis algorithm      435Ч438 603Ч614 650
Monte Carlo, microcanonical ensemble      see "Microcanonical ensemble"
Monte Carlo, time      593 608
Monte Carlo, trial      204
Monte Carlo, variational      240Ч245
Morse potential      344 714
Multivariate optimization      643
n-fold way      652Ч654
networks      555Ч561
Networks, Erdoes Ч Renyi model      555Ч556
Networks, preferential attachment model      557Ч560
Networks, Watts Ч Strogatz model      557 560Ч561
Neural membrane      105Ч107
Neural networks      551Ч555
Neutron transport      438Ч441
Newton's law of cooling      68Ч69
Newton's law of gravitation      59 108Ч110
Newton's method      see "Root finding"
Newton's Second Law of Motion      3 12 47 174
Newton's Third Law      263
Normal modes      Chapter 9 313Ч319
NP-complete      555 643
Nuclear decay      66Ч68 217Ч219
Numerical derivative, acceleration      62
Numerical derivative, backward difference      62
Numerical derivative, central difference      62
Numerical derivative, definition      48
Numerical integration      412Ч420
Numerical integration, error estimates      441Ч442
Numerical integration, midpoint approximation      416
Numerical integration, Monte Carlo methods, hit or miss method      422
Numerical integration, Monte Carlo methods, sample mean method      422
Numerical integration, multidimensional integrals      424
Numerical integration, rectangular approximation      412 416
Numerical integration, Simpson's rule      414 418 420 424 441
Numerical integration, trapezoidal approximation      417 441
Object-Oriented Programming      4
Open Source Physics      29Ч41
Open Source Physics, AbstractCalculation      35
Open Source Physics, AbstractSimulation      35
Open Source Physics, CalculationControl      31 32 35
Open Source Physics, Drawable      48Ч51
Open Source Physics, Function      47
Open Source Physics, ODE      54Ч55
Open Source Physics, ODESolver      55Ч57
Open Source Physics, SimulationControl      35
Open Source Physics, three-dimensional drawing      732Ч735
Open Source Physics, world coordinates      39
Opinion formation models      580
Order parameter      472 620
Order-disorder transition      623 625
Partial differential equations, boundary value problem      379
Partial differential equations, Laplace's equation      378Ч390 407Ч408
Partial differential equations, Maxwell's equations      398Ч407
Partial differential equations, wave equation      340Ч345
Partition function      597 605 668
Pendulum, double      178Ч180
Pendulum, forced damped      169Ч173
Pendulum, simple      89Ч93 169
Percolation      Chapter 12
Percolation, clusters, cluster labeling      463Ч471
Percolation, clusters, Ising model      646Ч649
Percolation, clusters, mean cluster size      462
Percolation, clusters, mean cluster size distribution      462
Percolation, connectedness length      454 463 472 480 646
Percolation, continuum      460Ч461 485
Percolation, critical exponents      471Ч488
Percolation, finite size scaling      473Ч474
Percolation, random resistor network      486Ч488
Percolation, scaling law      474
Percolation, site      452
Percolation, swiss cheese model      461 485
Percolation, universality class      474
Periodic boundary conditions      215 258Ч261 272 277 281 320
Phase separation      625
Phase space      88 169 174
Phase transition      454 473 474 598 624 636 see
Phase transition, continuous      472
Phase transition, firt-order      623
Phase transition, geometrical      471
Phase transition, Ising      618Ч623
Phase transition, percolation      452
Phase transition, thermodynamic      471
Phenotype      562 563
Planar model      654Ч656
Poincare      133 169
Poisson's equation      384Ч387
Polymers      225Ч233
Polymorphism      6
Porous media      461
Porous Media, Fluid Flow      579
Potts model      637Ч638 658 659
Precession      118 748
Precession, uniform      755Ч756
Pressure      273Ч274
Pressure, mean      289
Principle of least action      244 711
probability density      212 250Ч251 274 430Ч433 690
Probability distribution, Boltzmann      596Ч598 604Ч607
Probability distribution, cumulative      430
Probability distribution, Gaussian      214 431 544
Probability distribution, Maxwell Ч Boltzmann      275
Probability distribution, nonuniform      429Ч433
Probability distribution, nonuniform, acceptance-rejection method      444
Probability distribution, nonuniform, inverse transform method      430Ч431
Probability distribution, Poisson      217Ч219
Programming, languages      4Ч5
Programming, object oriented      5Ч6
Programs, Affine2DApp      724Ч725
Programs, Affine3DMatrix      757Ч759
Programs, AnalyzeApp      327Ч328
Programs, Ball3DApp      69Ч70
Programs, Barbell3D      735
Programs, BifurcateApp      144Ч146
Programs, BoltzmannApp      606Ч607
Programs, BouncingBallApp      38Ч39
Programs, Box3DApp      732Ч733
Programs, BoxApp      199Ч200
Programs, BoxSuperpositionApp      686Ч687
Programs, CalculationApp      30
Programs, Complex2DFrameApp      718
Programs, ComplexApp      41Ч42
Programs, ComplexPlotFrameApp      716Ч717
Programs, DrawingApp      49Ч50
Programs, EigenstateApp      683
Programs, ElectricFieldApp      367Ч369
Programs, FallingBallApp      22
Programs, FallingParticleApp      27Ч28
Programs, FallingParticleCalcApp      32Ч33
Programs, FallingParticleODEApp      56
Programs, FallingParticlePlotApp      33Ч34
Programs, FermatApp      242
Programs, FeynmanPlateModel      744Ч745
Programs, FFT2DCalculationApp      334Ч335
Programs, FFTApp      330
Programs, FFTCalculationApp      332
Programs, FieldLineApp      373Ч374
Programs, FirstFallingBallApp      14Ч15
Programs, FrauhoferApp      352Ч354
Programs, FreeRotationSpaceView      752Ч753
Programs, FreewayApp      539
Programs, FresnelApp      355Ч357
Programs, GeneticApp      563Ч564
Programs, GraphicalSolutionApp      149Ч151
Programs, HopfieldApp      552Ч554
Programs, HuygensApp      347Ч349
Programs, IdealDemonApp      594Ч595
Programs, IntegralCalcApp      418Ч419
Programs, Interaction3DApp      733Ч734
Programs, IsingAutoCorrelatorApp      615Ч617
Programs, IterateMapApp      142Ч144
Programs, KochApp      499Ч501
Programs, LagrangelnterpolatorApp      447Ч448
Programs, LaplaceApp      380Ч382
Programs, LifeApp      541Ч542
Programs, LJParticlesApp      268Ч269
Programs, MaxwellApp      404Ч405
Programs, Methane      730
Programs, MethaneApp      731Ч732
Programs, MonteCarloEstimatorApp      423Ч424
Programs, MouseApp      120
Programs, NumericallntegrationApp      415Ч416
Programs, OneDimensionalAutomatonApp      531Ч532
Programs, PendulumApp      92
Programs, PercolationApp      455Ч457
Programs, PlanetApp      115Ч116
Programs, PlotFrameApp      29Ч30
Programs, PoincareApp      170Ч172
Programs, PolynomialApp      445Ч446
Programs, ProjectileApp      58Ч59
Programs, QMWalkApp      705Ч706
Programs, QuatemionApp      741Ч742
Programs, RadiatingEFieldApp      395Ч396
Programs, RasterFrameApp      362Ч363
Programs, RecursiveFixedPointApp      163Ч165
Programs, RGApp      476Ч478
Programs, RigidBodyModel      749Ч751
Programs, Rotation3D      728Ч729
Programs, Scalar2DFrameApp      363
Programs, ScatterApp      128Ч129
Programs, SchroedingerApp      677Ч678
Programs, SecondLawPlotApp      114
Programs, SimulationPlotApp      35Ч36
Programs, SpinningTopModel      753Ч754
Programs, SpinningTopSpaceView      754Ч755
Programs, SynthesizeApp      323Ч324
Programs, TDHalfStepApp      693Ч694
Programs, ThreeBodyApp      136
Programs, TorqueApp      737Ч739
Programs, VectorPlotApp      409
Programs, WalkerApp      205Ч206
Propagator      707
Python      4
Quality factor (Q)      101
Quantum systems      Chapter 16
Quantum systems, bound states      679Ч684
Quantum systems, diffusion quantum Monte Carlo      707Ч711
Quantum systems, Green's function      707 709
Quantum systems, momentum space      695Ч698
Quantum systems, path integral quantum Monte Carlo      711Ч714
Quantum systems, random walk quantum Monte Carlo      701Ч707
Quantum systems, split-operator algorithm      698
Quantum systems, time-dependent solutions      689Ч695
Quantum systems, variational methods      698Ч701
Quasi-ergodic hypothesis      274 301 339 593
Quasiequilibrium      644
Quasiperiodic      181 186
Quaternions      740Ч753 759Ч762
Radial distribution function      280Ч282 292 627
Radiation from accelerated charges      390Ч398
Random deposition      519
Random number generator      197Ч198 236Ч240 649Ч650
Random process      191 Chapter
Random walk      203Ч217
Random walk, continuum      212
Random walk, mean first passage time      210
Random walk, modified      210Ч217
Random walk, multistate      211
Random walk, persistent      211
Random walk, polymer application      225Ч233
Random walk, quantum Monte Carlo      701Ч707
Random walk, relation to diffusion      216 249Ч251
Random walk, self-avoiding      226Ч227
Random walk, self-avoiding pivot algorithm      246Ч247
Random walk, solution to Laplace's equation      387Ч390
Random walk, true self-avoiding      232Ч233
Real-time control      3
Recursion      149Ч151 499Ч502
Recursion relation      479
Reduced mass      109
Refraction      243
Relaxation methods      380Ч387
Relaxation methods, Gauss Ч Seidel      383Ч384
Relaxation methods, Jacobi      382Ч383
Relaxation methods, multigrid      407Ч408
Relaxation time      93
Renormalization group      475Ч484
Reptation method      228Ч231
Resonance      101 137
Retarded time      390
Rigid body dynamics      735Ч756
Root finding, bisection method      163 182 191Ч192 392
Root finding, Newton's method      190Ч192
Roundoff error      102
Sample variance      426
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