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  • Ký hiệu PL/XG: 005.133 G6621
    Nhan đề: Introduction to modeling and simulation with MATLAB® and Python /
ISBN 9780367573362
DDC 005.133
Tác giả CN Gordon, Steven I.
Nhan đề Introduction to modeling and simulation with MATLAB® and Python / Steven I Gordon; Brian Guilfoos
Thông tin xuất bản Boca Raton : Taylor & Francis, a CRC title, part of the Taylor & Francis imprint, a member of the Taylor & Francis Group, the academic division of T & F Informa, plc, 2017
Mô tả vật lý 191 pages. : illustrations ; 24 cm.
Tùng thư Chapman & Hall/CRC Computational Science
Phụ chú Includes index.
Tóm tắt "Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic modeling and simulation competencies that were developed as part of several National Science Foundation grants. Even though computer science students are much more expert programmers, they are not often given the opportunity to see how those skills are being applied to solve complex science and engineering problems and may also not be aware of the libraries used by scientists to create those models. The book interleaves chapters on modeling concepts and related exercises with programming concepts and exercises. The authors start with an introduction to modeling and its importance to current practices in the sciences and engineering. They introduce each of the programming environments and the syntax used to represent variables and compute mathematical equations and functions. As students gain more programming expertise, the authors return to modeling concepts, providing starting code for a variety of exercises where students add additional code to solve the problem and provide an analysis of the outcomes. In this way, the book builds both modeling and programming expertise with a "just-in-time" approach so that by the end of the book, students can take on relatively simple modeling example on their own.Each chapter is supplemented with references to additional reading, tutorials, and exercises that guide students to additional help and allows them to practice both their programming and analytical modeling skills. In addition, each of the programming related chapters is divided into two parts - one for MATLAB and one for Python. In these chapters, the authors also refer to additional online tutorials that students can use if they are having difficulty with any of the topics.The book culminates with a set of final project exercise suggestions that incorporate both the modeling and programming skills provided in the rest of the volume. Those projects could be undertaken by individuals or small groups of students. The companion website at http://www.intromodeling.com provides updates to instructions when there are substantial changes in software versions, as well as electronic copies of exercises and the related code. The website also offers a space where people can suggest additional projects they are willing to share as well as comments on the existing projects and exercises throughout the book. Solutions and lecture notes will also be available for qualifying instructors."
Thuật ngữ chủ đề Computer programming
Thuật ngữ chủ đề Computer simulation
Thuật ngữ chủ đề Engineering mathematics-Data processing
Thuật ngữ chủ đề Python (Computer program language)
Từ khóa tự do MATLAB
Khoa Khoa Công nghệ Thông tin
Tác giả(bs) CN Guilfoos, Brian
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041 |aeng
044 |aflu
082 |a005.133|bG6621|223
100 |aGordon, Steven I.
245 |aIntroduction to modeling and simulation with MATLAB® and Python / |cSteven I Gordon; Brian Guilfoos
260 |aBoca Raton : |bTaylor & Francis, a CRC title, part of the Taylor & Francis imprint, a member of the Taylor & Francis Group, the academic division of T & F Informa, plc, |c2017
300 |a191 pages. : |billustrations ; |c24 cm.
490 |aChapman & Hall/CRC Computational Science
500 |aIncludes index.
520 |a"Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic modeling and simulation competencies that were developed as part of several National Science Foundation grants. Even though computer science students are much more expert programmers, they are not often given the opportunity to see how those skills are being applied to solve complex science and engineering problems and may also not be aware of the libraries used by scientists to create those models. The book interleaves chapters on modeling concepts and related exercises with programming concepts and exercises. The authors start with an introduction to modeling and its importance to current practices in the sciences and engineering. They introduce each of the programming environments and the syntax used to represent variables and compute mathematical equations and functions. As students gain more programming expertise, the authors return to modeling concepts, providing starting code for a variety of exercises where students add additional code to solve the problem and provide an analysis of the outcomes. In this way, the book builds both modeling and programming expertise with a "just-in-time" approach so that by the end of the book, students can take on relatively simple modeling example on their own.Each chapter is supplemented with references to additional reading, tutorials, and exercises that guide students to additional help and allows them to practice both their programming and analytical modeling skills. In addition, each of the programming related chapters is divided into two parts - one for MATLAB and one for Python. In these chapters, the authors also refer to additional online tutorials that students can use if they are having difficulty with any of the topics.The book culminates with a set of final project exercise suggestions that incorporate both the modeling and programming skills provided in the rest of the volume. Those projects could be undertaken by individuals or small groups of students. The companion website at http://www.intromodeling.com provides updates to instructions when there are substantial changes in software versions, as well as electronic copies of exercises and the related code. The website also offers a space where people can suggest additional projects they are willing to share as well as comments on the existing projects and exercises throughout the book. Solutions and lecture notes will also be available for qualifying instructors."
541 |aMua
650 |aComputer programming
650 |aComputer simulation
650 |aEngineering mathematics|xData processing
650 |aPython (Computer program language)
653 |aMATLAB
690 |aKhoa Công nghệ Thông tin
700 |aGuilfoos, Brian
852|a300|bQ12_Kho Mượn_02|j(1): 072502
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