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Introduction to Computational Science: Modeling and Simulation for the Sciences

Tác giả: Angela B. Shiflet
Loại tài liệu: Sách, chuyên khảo, tuyển tập
Mã giá: 68SH
Nội dung tóm tắt: Xem chi tiết
Computational science is an exciting new field at the intersection of the sciences, computer science, and mathematics because much scientific investigation now involves computing as well as theory and experiment. This textbook provides students with a versatile and accessible introduction to the subject. It assumes only a background in high school algebra, enables instructors to follow tailored pathways through the material, and is the only textbook of its kind designed specifically for an introductory course in the computational science and engineering curriculum. While the text itself is generic, an accompanying website offers tutorials and files in a variety of software packages.This fully updated and expanded edition features two new chapters on agent-based simulations and modeling with matrices, ten new project modules, and an additional module on diffusion. Besides increased treatment of high-performance computing and its applications, the book also includes additional quick review questions with answers, exercises, and individual and team projects.The only introductory textbook of its kind—now fully updated and expandedFeatures two new chapters on agent-based simulations and modeling with matricesIncreased coverage of high-performance computing and its applicationsIncludes additional modules, review questions, exercises, and projectsAn online instructor’s manual with exercise answers, selected project solutions, and a test bank and solutions (available only to professors)An online illustration package is available to professors
Mục lục: Xem chi tiết
1. Overview 2. System dynamics problems with rate proportional to amount 3. Force and motion 4. System dynamics models with interactions 5. Computational error 6. Simulation techniques 7. Additional system dynamics projects 8. Data-driven models 9. Simulating with randomness 10. Cellular automaton diffusion simulations 11. Agent-based models 12. High-performance computing 13. Matrix models 14. Aditional cellular automata, agent-based and matrix projects.

Thông tin chi tiết

    Dạng tài liệu:Bản in
    Chỉ số ISBN:978-0691160719
    Mã giá:68SH
    Mã MSC:60-08
    Tác giả:Angela B. Shiflet George W. Shiflet
    Nhan đề:Introduction to Computational Science: Modeling and Simulation for the Sciences / 2
    Số trang:856
    Kích thước:18x25
    Từ Khóa:Modeling , Simulation

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