{"id":926,"date":"2018-04-10T10:51:50","date_gmt":"2018-04-10T09:51:50","guid":{"rendered":"http:\/\/www.mub.eps.manchester.ac.uk\/in-abstract\/?p=926"},"modified":"2018-04-19T11:07:40","modified_gmt":"2018-04-19T10:07:40","slug":"constrained-dynamic-optimality","status":"publish","type":"post","link":"https:\/\/www.mub.eps.manchester.ac.uk\/in-abstract\/constrained-dynamic-optimality\/","title":{"rendered":"Constrained Dynamic Optimality and Binomial Terminal Wealth"},"content":{"rendered":"<p><strong>A time-consistent solution to the Markowitz problem<\/strong><\/p>\n<p>Imagine an investor who has an initial wealth which he wishes to exchange between a risky stock and a riskless bank account, in a self-financing manner, dynamically in time, so as to minimise his risk (variance) in obtaining a desired return at the given terminal time.<\/p>\n<p>Now, researchers at the University of Copenhagen and the University of Manchester have derived dynamically optimal strategies that are the first known time-consistent trading strategies that are optimal in minimising risk when the wealth is being prevented from going below a desired tolerance level.<\/p>\n<p>The new methodology for solving such nonlinear control problems rests on the concept of dynamic optimality which consists of continuous rebalancing of optimal controls upon overruling all the past controls. The binomial nature of the new trading strategies stands in sharp contrast with other known trading strategies encountered in the literature. A direct comparison shows that the dynamically optimal (time-consistent) strategy outperforms the previously developed statically optimal (time-inconsistent) strategy in solving the problem.<\/p>\n<div class=\"abstract-box\"><\/p>\n<ul>\n<li>Markowitz solved the problem in a one-period model in 1952. He received the Nobel prize in economics for this work in 1990. The problem of finding a time-consistent solution in continuous time, now solved by this research, had been open since the 1950s.<\/li>\n<\/ul>\n<p><\/div>\n<p class=\"button\"><a target=\"blank\" href=\"https:\/\/doi.org\/10.1137\/16M1085097\" class=\"uom-button\">To read the full article click here - DOI 10.1137\/16M1085097<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A time-consistent solution to the Markowitz problem Imagine an investor who has an initial wealth which he wishes to exchange between a risky stock and a riskless bank account, in a self-financing manner, dynamically in time, so as to minimise his risk (variance) in obtaining a desired return at the given terminal time. Now, researchers [&hellip;]<\/p>\n","protected":false},"author":157,"featured_media":962,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[13,18,9],"tags":[],"class_list":{"0":"post-926","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-archive","8":"category-edition-05","9":"category-mathematics","10":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Constrained Dynamic Optimality and Binomial Terminal Wealth - In Abstract<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mub.eps.manchester.ac.uk\/in-abstract\/constrained-dynamic-optimality\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Constrained Dynamic Optimality and Binomial Terminal Wealth - In Abstract\" \/>\n<meta property=\"og:description\" content=\"A time-consistent solution to the Markowitz problem Imagine an investor who has an initial wealth which he wishes to exchange between a risky stock and a riskless bank account, in a self-financing manner, dynamically in time, so as to minimise his risk (variance) in obtaining a desired return at the given terminal time. Now, researchers [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mub.eps.manchester.ac.uk\/in-abstract\/constrained-dynamic-optimality\/\" \/>\n<meta property=\"og:site_name\" content=\"In Abstract\" \/>\n<meta property=\"article:published_time\" content=\"2018-04-10T09:51:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-04-19T10:07:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.mub.eps.manchester.ac.uk\/in-abstract\/wp-content\/uploads\/sites\/61\/2018\/04\/iStock-508166835.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"890\" \/>\n\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Enna Bartlett\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Enna Bartlett\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/\"},\"author\":{\"name\":\"Enna Bartlett\",\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/#\\\/schema\\\/person\\\/e1ec31af6571092b97ca2fdd756e6582\"},\"headline\":\"Constrained Dynamic Optimality and Binomial Terminal Wealth\",\"datePublished\":\"2018-04-10T09:51:50+00:00\",\"dateModified\":\"2018-04-19T10:07:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/\"},\"wordCount\":237,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/wp-content\\\/uploads\\\/sites\\\/61\\\/2018\\\/04\\\/iStock-508166835.jpg\",\"articleSection\":[\"Archive\",\"Edition 05\",\"Mathematics\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/\",\"url\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/\",\"name\":\"Constrained Dynamic Optimality and Binomial Terminal Wealth - In Abstract\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/wp-content\\\/uploads\\\/sites\\\/61\\\/2018\\\/04\\\/iStock-508166835.jpg\",\"datePublished\":\"2018-04-10T09:51:50+00:00\",\"dateModified\":\"2018-04-19T10:07:40+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/#\\\/schema\\\/person\\\/e1ec31af6571092b97ca2fdd756e6582\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/constrained-dynamic-optimality\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/wp-content\\\/uploads\\\/sites\\\/61\\\/2018\\\/04\\\/iStock-508166835.jpg\",\"contentUrl\":\"https:\\\/\\\/www.mub.eps.manchester.ac.uk\\\/in-abstract\\\/wp-content\\\/uploads\\\/sites\\\/61\\\/2018\\\/04\\\/iStock-508166835.jpg\",\"width\":890,\"height\":350,\"caption\":\"World map stock market chart numbers graph background. 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