{"product_id":"think-complexity-allen-b-downey-9781492040200","title":"Think Complexity: Complexity Science and Computational Modeling","description":"\u003cp\u003eComplexity science uses computation to explore the physical and social sciences. In \u003ci\u003eThink Complexity\u003c\/i\u003e, you'll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics. \u003c\/p\u003e\u003cp\u003e Whether you're an intermediate-level Python programmer or a student of computational modeling, you'll delve into examples of complex systems through a series of worked examples, exercises, case studies, and easy-to-understand explanations. \u003c\/p\u003e\u003cp\u003e In this updated second edition, you will: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eWork with NumPy arrays and SciPy methods, including basic signal processing and Fast Fourier Transform \u003c\/li\u003e\n\u003cli\u003eStudy abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines \u003c\/li\u003e\n\u003cli\u003eGet Jupyter notebooks filled with starter code and solutions to help you re-implement and extend original experiments in complexity; and models of computation like Turmites, Turing machines, and cellular automata \u003c\/li\u003e\n\u003cli\u003eExplore the philosophy of science, including the nature of scientific laws, theory choice, and realism and instrumentalism \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eIdeal as a text for a course on computational modeling in Python, \u003ci\u003eThink Complexity\u003c\/i\u003e also helps self-learners gain valuable experience with topics and ideas they might not encounter otherwise.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Allen Downey\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1492040207\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781492040200\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/28\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 198\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.40d\u003c\/p\u003e","brand":"Allen Downey","offers":[{"title":"Paperback","offer_id":43936226640127,"sku":"9781492040200","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_a0fdd6e3-f87f-447d-b882-7a20c4d4431f.jpg?v=1681424326","url":"https:\/\/www.whiterainbookhouse.com\/products\/think-complexity-allen-b-downey-9781492040200","provider":"WR Book House","version":"1.0","type":"link"}