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Gould H., Tobochnik J., Christian W. — An introduction to computer simulation methods
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Íàçâàíèå: An introduction to computer simulation methodsÀâòîðû: Gould H., Tobochnik J., Christian W.Àííîòàöèÿ: 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.
ßçûê: Ðóáðèêà: Ôèçèêà /Ñòàòóñ ïðåäìåòíîãî óêàçàòåëÿ: Ãîòîâ óêàçàòåëü ñ íîìåðàìè ñòðàíèö ed2k: ed2k stats Èçäàíèå: 3-d editionÃîä èçäàíèÿ: 2006Êîëè÷åñòâî ñòðàíèö: 813Äîáàâëåíà â êàòàëîã: 17.11.2013Îïåðàöèè: Ïîëîæèòü íà ïîëêó |
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Ïðåäìåòíûé óêàçàòåëü
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 108 113—114 117—118 Kirchhoff's loop rule 98 Kirkwood gaps 137—138 Kosterlitz — Thouless transition 654—656 Lagrangian 244 711 712 773 785 Laplace's equation 379 see Lattice gas 625—626 see Least squares 221—225 Lee — Kosterlitz method 636—637 Lennard-Jones potential 256—257 261 270 293 631—633 Lienard — Wiechert 391 395 Linear regression 222 see Linear response function 276 609 Lissajous figures 89 Local variable 23 localization 338—339 Logistic map 142 see Lotka — Volterra equations 780 Magnetic field 386 398—407 magnetization 599 Magnus effect 70—71 Master equation 250 Maxwell — Boltzmann distribution see "Probability distribution" Maxwell's equations 398—407 Mean free path 292—293 Melting 278—279 Memory recall 554 Metastable state 278 Metropolis algorithm see "Monte Carlo" microcanonical ensemble 274 590—591 597 603 Microwave cavity 406—407 Mimas see "Saturn" Minority game 581—582 Molecular Dynamics Chapter 8 Momentum conservation 272 Monte Carlo 202 see Monte Carlo, canonical ensemble Chapter 15 see Monte Carlo, constant pressure ensemble 638—639 Monte Carlo, error analysis see "Error analysis" Monte Carlo, grand canonical ensemble 625 639—640 Monte Carlo, importance sampling 429 433—435 604 699 711 Monte Carlo, Metropolis algorithm 435—438 603—614 650 Monte Carlo, microcanonical ensemble see "Microcanonical ensemble" Monte Carlo, time 593 608 Monte Carlo, trial 204 Monte Carlo, variational 240—245 Morse potential 344 714 Multivariate optimization 643 n-fold way 652—654 networks 555—561 Networks, Erdoes — Renyi model 555—556 Networks, preferential attachment model 557—560 Networks, Watts — Strogatz model 557 560—561 Neural membrane 105—107 Neural networks 551—555 Neutron transport 438—441 Newton's law of cooling 68—69 Newton's law of gravitation 59 108—110 Newton's method see "Root finding" Newton's Second Law of Motion 3 12 47 174 Newton's Third Law 263 Normal modes Chapter 9 313—319 NP-complete 555 643 Nuclear decay 66—68 217—219 Numerical derivative, acceleration 62 Numerical derivative, backward difference 62 Numerical derivative, central difference 62 Numerical derivative, definition 48 Numerical integration 412—420 Numerical integration, error estimates 441—442 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 29—41 Open Source Physics, AbstractCalculation 35 Open Source Physics, AbstractSimulation 35 Open Source Physics, CalculationControl 31 32 35 Open Source Physics, Drawable 48—51 Open Source Physics, Function 47 Open Source Physics, ODE 54—55 Open Source Physics, ODESolver 55—57 Open Source Physics, SimulationControl 35 Open Source Physics, three-dimensional drawing 732—735 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 378—390 407—408 Partial differential equations, Maxwell's equations 398—407 Partial differential equations, wave equation 340—345 Partition function 597 605 668 Pendulum, double 178—180 Pendulum, forced damped 169—173 Pendulum, simple 89—93 169 Percolation Chapter 12 Percolation, clusters, cluster labeling 463—471 Percolation, clusters, Ising model 646—649 Percolation, clusters, mean cluster size 462 Percolation, clusters, mean cluster size distribution 462 Percolation, connectedness length 454 463 472 480 646 Percolation, continuum 460—461 485 Percolation, critical exponents 471—488 Percolation, finite size scaling 473—474 Percolation, random resistor network 486—488 Percolation, scaling law 474 Percolation, site 452 Percolation, swiss cheese model 461 485 Percolation, universality class 474 Periodic boundary conditions 215 258—261 272 277 281 320 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 618—623 Phase transition, percolation 452 Phase transition, thermodynamic 471 Phenotype 562 563 Planar model 654—656 Poincare 133 169 Poisson's equation 384—387 Polymers 225—233 Polymorphism 6 Porous media 461 Porous Media, Fluid Flow 579 Potts model 637—638 658 659 Precession 118 748 Precession, uniform 755—756 Pressure 273—274 Pressure, mean 289 Principle of least action 244 711 probability density 212 250—251 274 430—433 690 Probability distribution, Boltzmann 596—598 604—607 Probability distribution, cumulative 430 Probability distribution, Gaussian 214 431 544 Probability distribution, Maxwell — Boltzmann 275 Probability distribution, nonuniform 429—433 Probability distribution, nonuniform, acceptance-rejection method 444 Probability distribution, nonuniform, inverse transform method 430—431 Probability distribution, Poisson 217—219 Programming, languages 4—5 Programming, object oriented 5—6 Programs, Affine2DApp 724—725 Programs, Affine3DMatrix 757—759 Programs, AnalyzeApp 327—328 Programs, Ball3DApp 69—70 Programs, Barbell3D 735 Programs, BifurcateApp 144—146 Programs, BoltzmannApp 606—607 Programs, BouncingBallApp 38—39 Programs, Box3DApp 732—733 Programs, BoxApp 199—200 Programs, BoxSuperpositionApp 686—687 Programs, CalculationApp 30 Programs, Complex2DFrameApp 718 Programs, ComplexApp 41—42 Programs, ComplexPlotFrameApp 716—717 Programs, DrawingApp 49—50 Programs, EigenstateApp 683 Programs, ElectricFieldApp 367—369 Programs, FallingBallApp 22 Programs, FallingParticleApp 27—28 Programs, FallingParticleCalcApp 32—33 Programs, FallingParticleODEApp 56 Programs, FallingParticlePlotApp 33—34 Programs, FermatApp 242 Programs, FeynmanPlateModel 744—745 Programs, FFT2DCalculationApp 334—335 Programs, FFTApp 330 Programs, FFTCalculationApp 332 Programs, FieldLineApp 373—374 Programs, FirstFallingBallApp 14—15 Programs, FrauhoferApp 352—354 Programs, FreeRotationSpaceView 752—753 Programs, FreewayApp 539 Programs, FresnelApp 355—357 Programs, GeneticApp 563—564 Programs, GraphicalSolutionApp 149—151 Programs, HopfieldApp 552—554 Programs, HuygensApp 347—349 Programs, IdealDemonApp 594—595 Programs, IntegralCalcApp 418—419 Programs, Interaction3DApp 733—734 Programs, IsingAutoCorrelatorApp 615—617 Programs, IterateMapApp 142—144 Programs, KochApp 499—501 Programs, LagrangelnterpolatorApp 447—448 Programs, LaplaceApp 380—382 Programs, LifeApp 541—542 Programs, LJParticlesApp 268—269 Programs, MaxwellApp 404—405 Programs, Methane 730 Programs, MethaneApp 731—732 Programs, MonteCarloEstimatorApp 423—424 Programs, MouseApp 120 Programs, NumericallntegrationApp 415—416 Programs, OneDimensionalAutomatonApp 531—532 Programs, PendulumApp 92 Programs, PercolationApp 455—457 Programs, PlanetApp 115—116 Programs, PlotFrameApp 29—30 Programs, PoincareApp 170—172 Programs, PolynomialApp 445—446 Programs, ProjectileApp 58—59 Programs, QMWalkApp 705—706 Programs, QuatemionApp 741—742 Programs, RadiatingEFieldApp 395—396 Programs, RasterFrameApp 362—363 Programs, RecursiveFixedPointApp 163—165 Programs, RGApp 476—478 Programs, RigidBodyModel 749—751 Programs, Rotation3D 728—729 Programs, Scalar2DFrameApp 363 Programs, ScatterApp 128—129 Programs, SchroedingerApp 677—678 Programs, SecondLawPlotApp 114 Programs, SimulationPlotApp 35—36 Programs, SpinningTopModel 753—754 Programs, SpinningTopSpaceView 754—755 Programs, SynthesizeApp 323—324 Programs, TDHalfStepApp 693—694 Programs, ThreeBodyApp 136 Programs, TorqueApp 737—739 Programs, VectorPlotApp 409 Programs, WalkerApp 205—206 Propagator 707 Python 4 Quality factor (Q) 101 Quantum systems Chapter 16 Quantum systems, bound states 679—684 Quantum systems, diffusion quantum Monte Carlo 707—711 Quantum systems, Green's function 707 709 Quantum systems, momentum space 695—698 Quantum systems, path integral quantum Monte Carlo 711—714 Quantum systems, random walk quantum Monte Carlo 701—707 Quantum systems, split-operator algorithm 698 Quantum systems, time-dependent solutions 689—695 Quantum systems, variational methods 698—701 Quasi-ergodic hypothesis 274 301 339 593 Quasiequilibrium 644 Quasiperiodic 181 186 Quaternions 740—753 759—762 Radial distribution function 280—282 292 627 Radiation from accelerated charges 390—398 Random deposition 519 Random number generator 197—198 236—240 649—650 Random process 191 Chapter Random walk 203—217 Random walk, continuum 212 Random walk, mean first passage time 210 Random walk, modified 210—217 Random walk, multistate 211 Random walk, persistent 211 Random walk, polymer application 225—233 Random walk, quantum Monte Carlo 701—707 Random walk, relation to diffusion 216 249—251 Random walk, self-avoiding 226—227 Random walk, self-avoiding pivot algorithm 246—247 Random walk, solution to Laplace's equation 387—390 Random walk, true self-avoiding 232—233 Real-time control 3 Recursion 149—151 499—502 Recursion relation 479 Reduced mass 109 Refraction 243 Relaxation methods 380—387 Relaxation methods, Gauss — Seidel 383—384 Relaxation methods, Jacobi 382—383 Relaxation methods, multigrid 407—408 Relaxation time 93 Renormalization group 475—484 Reptation method 228—231 Resonance 101 137 Retarded time 390 Rigid body dynamics 735—756 Root finding, bisection method 163 182 191—192 392 Root finding, Newton's method 190—192 Roundoff error 102 Sample variance 426
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