{"product_id":"9783527683123","title":"Stochastic Numerical Methods: An Introduction for Students and Scientists","description":"\u003cb\u003eStochastic Numerical Methods\u003c\/b\u003e introduces at Master level the numerical methods that use probability or stochastic concepts to analyze random processes. The book aims at being rather general and is addressed at students of natural sciences (Physics, Chemistry, Mathematics, Biology, etc.) and Engineering, but also social sciences (Economy, Sociology, etc.) where some of the techniques have been used recently to numerically simulate different agent-based models. \u003cbr\u003e\u003cbr\u003eExamples included in the book range from phase-transitions and critical phenomena, including details of data analysis (extraction of critical exponents, finite-size effects, etc.), to population dynamics, interfacial growth, chemical reactions, etc. Program listings are integrated in the discussion of numerical algorithms to facilitate their understanding.\u003cbr\u003e\u003cbr\u003e \u003cp\u003eFrom the contents:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eReview of Probability Concepts\u003c\/li\u003e \u003cli\u003eMonte Carlo Integration\u003c\/li\u003e \u003cli\u003eGeneration of Uniform and Non-uniform\u003c\/li\u003e \u003cli\u003eRandom Numbers: Non-correlated Values\u003c\/li\u003e \u003cli\u003eDynamical Methods\u003c\/li\u003e \u003cli\u003eApplications to Statistical Mechanics\u003c\/li\u003e \u003cli\u003eIntroduction to Stochastic Processes\u003c\/li\u003e \u003cli\u003eNumerical Simulation of Ordinary and\u003c\/li\u003e \u003cli\u003ePartial Stochastic Differential Equations\u003c\/li\u003e \u003cli\u003eIntroduction to Master Equations\u003c\/li\u003e \u003cli\u003eNumerical Simulations of Master Equations\u003c\/li\u003e \u003cli\u003eHybrid Monte Carlo\u003c\/li\u003e \u003cli\u003eGeneration of n-Dimensional Correlated\u003c\/li\u003e \u003cli\u003eGaussian Variables\u003c\/li\u003e \u003cli\u003eCollective Algorithms for Spin Systems\u003c\/li\u003e \u003cli\u003eHistogram Extrapolation\u003c\/li\u003e \u003cli\u003eMulticanonical Simulations\u003c\/li\u003e \u003c\/ul\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47163527037168,"sku":"9783527683123","price":114.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9783527683123_p0.jpg?v=1763726142","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9783527683123","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}