{"product_id":"practical-numerical-and-scientific-computing-with-matlab®-and-python","title":"Practical Numerical and Scientific Computing with MATLAB® and Python","description":"\u003cp\u003e\u003cem\u003e\u003cstrong\u003ePractical Numerical and Scientific Computing with MATLAB® and Python\u003c\/strong\u003e\u003c\/em\u003e concentrates on the practical aspects of numerical analysis and linear and non-linear programming. It discusses the methods for solving different types of mathematical problems using MATLAB and Python. Although the book focuses on the approximation problem rather than on error analysis of mathematical problems, it provides practical ways to calculate errors.\u003c\/p\u003e\u003cp\u003eThe book is divided into three parts, covering topics in numerical linear algebra, methods of interpolation, numerical differentiation and integration, solutions of differential equations, linear and non-linear programming problems, and optimal control problems.\u003c\/p\u003e\u003cp\u003eThis book has the following advantages:\u003c\/p\u003e\u003cul\u003e\u003cli\u003eIt adopts the programming languages, MATLAB and Python, which are widely used among academics, scientists, and engineers, for ease of use and contain many libraries covering many scientific and engineering fields.\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eIt contains topics that are rarely found in other numerical analysis books, such as ill-conditioned linear systems and methods of regularization to stabilize their solutions, nonstandard finite differences methods for solutions of ordinary differential equations, and the computations of the optimal controls. It provides a practical explanation of how to apply these topics using MATLAB and Python.\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eIt discusses software libraries to solve mathematical problems, such as software Gekko, pulp, and pyomo. These libraries use Python for solutions to differential equations and static and dynamic optimization problems.\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eMost programs in the book can be applied in versions prior to MATLAB 2017b and Python 3.7.4 without the need to modify these programs.\u003c\/li\u003e\u003c\/ul\u003e\u003cp\u003eThis book is aimed at newcomers and middle-level students, as well as members of the scientific community who are interested in solving math problems using MATLAB or Python.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54261509849432,"sku":"9780367076696","price":104.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367076696.jpg?v=1768378511","url":"https:\/\/agendabookshop.com\/products\/practical-numerical-and-scientific-computing-with-matlab%c2%ae-and-python","provider":"Agenda Bookshop","version":"1.0","type":"link"}