{"id":27,"date":"2021-04-15T15:01:06","date_gmt":"2021-04-15T15:01:06","guid":{"rendered":"https:\/\/meyn.ece.ufl.edu\/?page_id=27"},"modified":"2026-04-14T09:51:56","modified_gmt":"2026-04-14T14:51:56","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/meyn\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td style=\"text-align: center\" valign=\"middle\"><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/book.html\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-626 aligncenter\" src=\"http:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-213x300.png\" alt=\"\" width=\"213\" height=\"300\" srcset=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-213x300.png 213w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-727x1024.png 727w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-768x1081.png 768w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-1091x1536.png 1091w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-1455x2048.png 1455w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/CoverMCSS08-2016-1-scaled.png 1818w\" sizes=\"auto, (max-width: 213px) 100vw, 213px\" \/>MC&amp;SS<\/a><\/td>\n<td style=\"text-align: center\" valign=\"middle\"><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/CTCN\/CTCM.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-132 aligncenter\" src=\"http:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/meyn_CTCN-1-196x300.png\" alt=\"\" width=\"196\" height=\"300\" \/>CTCN<\/a><\/td>\n<td style=\"text-align: center\" valign=\"middle\"><a href=\"https:\/\/meyn.ece.ufl.edu\/control-systems-and-reinforcement-learning\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-971 size-medium\" src=\"http:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-207x300.png\" alt=\"Book\" width=\"207\" height=\"300\" srcset=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-207x300.png 207w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-707x1024.png 707w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-768x1113.png 768w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-1060x1536.png 1060w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-1413x2048.png 1413w, https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2021\/08\/SunsetCoverNoBird-scaled.png 1767w\" sizes=\"auto, (max-width: 207px) 100vw, 207px\" \/><\/a><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/current\/control-systems-and-reinforcement-learning\/\">CS&amp;RL<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center\"><a href=\"https:\/\/www.dropbox.com\/sh\/fqpm2m0ehvh3t3f\/AAAmtydxOe7cQ2CLnkaG75YYa?dl=0\">References in <strong>bibtex format<\/strong><\/a><\/p>\n<hr \/>\n<p><em>The <a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_pubs.html\" target=\"_blank\" rel=\"noopener\">Illinois Archive<\/a> contains publications up to 2012.\u00a0 <\/em><\/p>\n<p>Sorry to say, the selected references below are largely out of date.\u00a0<em> \u00a0I hope to find time to update in the near future.\u00a0 <\/em>Best for you to go to <a href=\"https:\/\/arxiv.org\/search\/?query=sean+meyn&amp;searchtype=all&amp;source=header\">arXiv<\/a> where I upload papers that I care about.<\/p>\n<h2>Selected references<\/h2>\n<h3>Power Systems<\/h3>\n<ul>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/MarketsIFAC2011\/MarketsIFAC2011.html\">Electricity Markets \u2013 Archival<\/a><br \/>\nSee also the 2013 INI tutorial, <a href=\"http:\/\/www.newton.ac.uk\/seminar\/20130424093010151\"><i>Control of the Grid in 2020, and How Economics Can Help Us<\/i><\/a><i>, <\/i>the <a href=\"https:\/\/vimeo.com\/album\/3275353\/video\/120525110\">2015 National Academies tutorial (<\/a>see post 2018 popular articles below)<\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/ancillary-service-to-the-grid-using-intelligent-deferrable-loads\/\">Ancillary Service to the Grid from Deferrable Loads<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/smart-fridge-dumb-grid-demand-dispatch-for-the-power-grid-of-2020\/\">Demand Dispatch with Heterogeneous Intelligent Loads<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/smart-fridge-dumb-grid-demand-dispatch-for-the-power-grid-of-2020\/\">Smart Fridge \/ Dumb Grid?<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications-2\/current\/ancillary-service-to-the-grid-using-intelligent-deferrable-loads\/\">State Estimation for the Individual and the Population in Mean Field Control with Application to Demand Dispatch<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/individual-risk-in-mean-field-models\/\">Individual Risk in Mean Field models<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/buildings-as-batteries-balancing-and-frequency-regulation-from-commercial-buildings\/\">Buildings as Batteries<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/convex-hull-pricing-in-energy-and-reserves-markets\/\">Convex Hull Pricing in Energy and Reserves Markets<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/where-is-the-missing-money-the-impact-of-ramping-costs-in-dynamic-electricity-markets\/\">Where is the Missing Money? The Impact of Ramping Costs in Dynamic Electricity Markets<\/a><\/li>\n<\/ul>\n<h3>Popular articles<\/h3>\n<ul>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1040619019300594\">Electricity rates for the zero marginal cost grid<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/profile\/David-Spence-2\/publication\/325661778_Naive_Electricity_Markets\/links\/5cc6d764299bf1209787a6a6\/Naive-Electricity-Markets.pdf#page=81\">Redesign of U.S. Electricity Capacity Markets<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/profile\/David-Spence-2\/publication\/325661778_Naive_Electricity_Markets\/links\/5cc6d764299bf1209787a6a6\/Naive-Electricity-Markets.pdf#page=81\">Na\u00efve electricity markets<\/a><\/li>\n<li><a href=\"https:\/\/www.utilitydive.com\/news\/addressing-misconceptions-on-the-performance-of-the-energy-market-in-texas\/598436\/\">Addressing misconceptions on the performance of the Energy Market in Texas<\/a><\/li>\n<\/ul>\n<ul>\n<li><a href=\"https:\/\/sinews.siam.org\/Details-Page\/regaining-control-in-our-electric-grid\">Regaining Control in our Electric Grid<\/a><\/li>\n<li><a href=\"https:\/\/theconversation.com\/could-one-million-smart-pool-pumps-store-renewable-energy-better-than-giant-batteries-41937\">Could one million smart pool pumps \u2018store\u2019 renewable energy better than giant batteries?<\/a><\/li>\n<li><a href=\"http:\/\/www.nature.com\/nature\/journal\/v526\/n7575_supp\/full\/526S102a.html\">Energy storage: Power revolution<\/a> \u2013 <i>Peter Fairley<\/i>. \u00a0Nature, 2015<\/li>\n<li><a href=\"http:\/\/www.nap.edu\/catalog\/21808\/mathematical-sciences-research-challenges-for-the-next-generation-electric-grid\">Mathematical Sciences Research Challenges for the Next-Generation Electric Grid<\/a>\u00a0(see also <a href=\"https:\/\/vimeo.com\/album\/3275353\"><i>video from 2015 NAS meeting<\/i><\/a>, which includes survey of UF\/Inria research).<\/li>\n<li><a href=\"http:\/\/www.siam.org\/news\/news.php?id=165\">Math Model Explains High Prices in Electricity Markets<\/a> \u2013 <i>Sara Robinson<\/i> (survey of Cho &amp; Meyn)<\/li>\n<\/ul>\n<h3>Detection and Estimation<\/h3>\n<ul>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/Feedback%20Filter%202011\/FPF2011.html\" target=\"_blank\" rel=\"noopener\">Feedback Particle Filter<\/a><\/li>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1303.1205\">Multivariable Feedback Particle Filter<\/a>\u00a0 (<a href=\"http:\/\/mehta.mechse.illinois.edu\/\">much more at Mehta Inc.<\/a>)<\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/publications\/generalized-error-exponents-for-small-sample-universal-hypothesis-testing\/\">Generalized Error Exponents For Small Sample Universal Hypothesis Testing<\/a><\/li>\n<li><a href=\"https:\/\/meyn.ece.ufl.edu\/optimization-of-dynamic-matching-models\/\">Workload and Optimal Control for Dynamic Bipartite Matching Models<\/a><\/li>\n<\/ul>\n<h3>Stochastic Control and Applications<\/h3>\n<ul>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/CTCN\/CTCN.html\">Control Techniques for Complex Networks<\/a><\/li>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1604.01828\">Differential TD learning for value function approximation<\/a><\/li>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/KLcontrolNN3-16-16.pdf\">ODE Methods For MDPs and Application to Kullback-Leibler Control Cost<\/a><\/li>\n<li><a href=\"\/meyn\/publications\/feature-selection-for-neuro-dynamic-programming\/\">Feature Selection for Neuro-Dynamic Programming<\/a><\/li>\n<li><a href=\"\/meyn\/publications\/optimization-of-dynamic-matching-models\/\">Workload and Optimal Control for Dynamic Bipartite Matching Models<\/a><\/li>\n<li><i><\/i><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/Q2009\/Q09.html\"><i>Q<\/i>-learning and Pontryagin\u2019s Minimum Principle<\/a><\/li>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/TD5552009\/TD555.html\">Approximate Dynamic Programming using Fluid and Diffusion Approximations with Applications to Power Management<\/a><\/li>\n<\/ul>\n<h3>Mathematical foundations<\/h3>\n<ul>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/book.html\">Markov Chains and Stochastic Stability<\/a><\/li>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1604.04013\">Ergodic Theory for Controlled Markov Chains with Stationary Inputs<\/a><\/li>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1512.00523\">On the <i>f<\/i>-Norm Ergodicity of Markov Processes in Continuous Time<\/a><\/li>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/DGAAEfficiencyMean-FieldOscillatorGames.pdf\">On the Efficiency of Equilibria in Mean-field Oscillator Games<\/a><\/li>\n<li><a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/2014\/12\/busy_periods12.pdf\">Large deviation asymptotics for busy periods<\/a>\u00a0(sequel to\u00a0<a href=\"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-content\/uploads\/sites\/671\/archive\/spm_files\/SkipFreeSims\/SkipFreeSims.html\"><i>Most likely paths to error when estimating the mean of a reflected random walk<\/i><\/a>)<\/li>\n<li><a href=\"http:\/\/dx.doi.org\/10.1016\/j.spa.2016.11.004\">Approximating a diffusion by a Hidden Markov Model<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>MC&amp;SS CTCN CS&amp;RL References in bibtex format The Illinois Archive contains publications up to 2012.\u00a0 Sorry to say, the selected references below are largely out of date.\u00a0 \u00a0I hope to find time to update in the near future.\u00a0 Best for you to go to arXiv where I upload papers that I care about. Selected references [&hellip;]<\/p>\n","protected":false},"author":1347,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-section-nav.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-27","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/pages\/27","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/users\/1347"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/pages\/27\/revisions"}],"predecessor-version":[{"id":2905,"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/pages\/27\/revisions\/2905"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/meyn\/wp-json\/wp\/v2\/media?parent=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}