{"product_id":"stochastic-recursive-algorithms-for-optimization-s-bhatnagar-9781447142843","title":"Stochastic Recursive Algorithms for Optimization: Simultaneous Perturbation Methods","description":"Part I: Introduction to Stochastic Recursive Algorithms.- Introduction.- Deterministic Algorithms for Local Search.- Stochastic Approximation Algorithms.- Part II: Gradient Estimation Schemes.- Kiefer-Wolfowitz Algorithm.- Gradient Schemes with Simultaneous Perturbation Stochastic Approximation.- Smoothed Functional Gradient Schemes.- Part III: Hessian Estimation Schemes.- Hessian Estimation with Simultaneous Perturbation Stochasti Approximation.- Smoothed Functional Hessian Schemes.- Part IV: Variations to the Basic Scheme.- Discrete Optimization.- Algorithms for Contrained Optimization.- Reinforcement Learning.- Part V: Applications.- Service Systems.- Road Traffic Control.- Communication Networks.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e S. Bhatnagar, H. L. Prasad, L. a. Prashanth\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1447142845\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781447142843\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/12\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 302\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.67d","brand":"S. Bhatnagar","offers":[{"title":"Paperback","offer_id":44311310532863,"sku":"9781447142843","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_15a55c2e-8a8f-4d78-9489-31cb78c3f117.jpg?v=1695722153","url":"https:\/\/www.whiterainbookhouse.com\/products\/stochastic-recursive-algorithms-for-optimization-s-bhatnagar-9781447142843","provider":"WR Book House","version":"1.0","type":"link"}