{"id":49834,"date":"2021-11-08T12:59:19","date_gmt":"2021-11-08T18:59:19","guid":{"rendered":"https:\/\/live-uw-engineering.pantheonsite.io\/?page_id=49834"},"modified":"2024-05-29T13:15:21","modified_gmt":"2024-05-29T18:15:21","slug":"operations-research-optimization-and-analytics","status":"publish","type":"page","link":"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/research\/operations-research-optimization-and-analytics\/","title":{"rendered":"Operations Research, Optimization and Analytics"},"content":{"rendered":"<div class=\"acf-hero block_8b774b01cf98880398273bfb161c75e9 position-relative alignfull track-hero alignfull mb-5 \" >\r\n\r\n    <div class=\"hero-container d-flex bg-pattern-secondary hero-spacing-medium has-navigation\" style=\"background-image: url(https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/10\/bg-pattern-red.svg);\" >\r\n        <div class=\"container-xxl  d-flex flex-column flex-lg-row justify-content-center justify-content-lg-between align-items-start align-items-lg-center\">\r\n                            <div class=\"hero-heading text-white text-left\">\r\n                    <h1 class=\"text-white fw-bold m-0 h1\"><span class=\"micro-title text-uppercase d-block\">Industrial &amp; Systems Engineering<\/span> Research<\/h1>\r\n                <\/div>\r\n                        \r\n                        <\/div>    <\/div>\r\n\r\n\r\n            <div class=\"container-xxl navigation ms-auto\">\r\n            \r\n                                <div id=\"menuStrip\">\r\n    <nav class=\" navbar navbar-expand navbar-light rounded container-xxl\">\r\n        <div class=\"d-flex align-items-center flex-grow-1\">\r\n            <ul role=\"menu\" id=\"parent-nav\" class=\"navbar-nav d-flex align-items-center w-100 \"><li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-46904\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-46904 nav-item\" role=\"menuitem\"><a title=\"Overview of Industrial &#038; Systems Engineering\" href=\"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/\" class=\"nav-link\">Overview<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-49742\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-49742 nav-item\" role=\"menuitem\"><a title=\"Degrees &#038; 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Systems Engineering\" href=\"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/about\/\" class=\"nav-link\">About<\/a><\/li>\n<\/ul>            <ul id=\"hidden-nav\" class=\"invisible\"><\/ul>\r\n            <button class=\"btn-more\" aria-label=\"Open Section Navigation\">\r\n                <div><\/div>\r\n            <\/button>\r\n            <div id=\"cta\" class=\"ms-auto\">\r\n            <\/div>\r\n        <\/div>\r\n    <\/nav>\r\n        <\/div>\r\n                    <\/div>\r\n    \r\n<\/div>\r\n\r\n\n\n<div class=\"acf-card-horizontal block_4fc56e4ab6cc6c10208d3e2c0fadd061 position-relative track-card-horizontal my-5\" >\r\n    \r\n        \r\n\r\n        \r\n                                                                    <div class=\"card border-0 img-right\">\r\n                                <div class=\"row g-0\">\r\n                                    <div class=\"d-flex align-items-start col-lg-6 order-1 order-lg-3\">\r\n                                                                                    <div class=\"ratio ratio-16x9\">\r\n                                                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-1024x576.webp\" class=\"card-img not-transparent\" alt=\"\" srcset=\"https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-1024x576.webp 1024w, https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-512x288.webp 512w, https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-768x432.webp 768w, https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-1536x864.webp 1536w, https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/Engineer-system-control-room-scaled-2048x1152.webp 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" data-has-transparency=\"false\" data-dominant-color=\"3c6f94\" style=\"--dominant-color: #3c6f94;\" \/>                                                                                                                                                                                            <\/div>\r\n                                        \r\n                                    <\/div>\r\n                                    <div class=\"col-lg-6 order-2 order-lg-2 d-flex align-items-center\">\r\n                                        <div class=\"card-body px-lg-4\">\r\n                                                                                        <h2 class=\"card-title my-3 h2\">Operations Research, Optimization, and Analytics<\/h2>                                                                                                    <div class=\"card-text\"><p>Operations research, optimization, and analytics aims to inform decisions using advanced analytical methods such as optimization, machine learning and queueing theory. It entails developing data science and problem-solving skills that will enable students to recognize and identify problems involving decisions, and then generate, evaluate, choose and implement solutions to these problems.<\/p>\n<p>The theories and tools implemented in this research can be used to identify improvement opportunities in a variety of application areas:<\/p>\n<ul>\n<li>Manufacturing<\/li>\n<li>Logistics, transportation, and supply chains<\/li>\n<li>Healthcare systems<\/li>\n<li>Power systems<\/li>\n<li>Climate change and sustainability<\/li>\n<li>Critical infrastructure protection and security<\/li>\n<li>Public safety and emergency management<\/li>\n<\/ul>\n<p>Students in this area of research may choose to focus on the following areas of work:<\/p>\n<ul>\n<li>Optimization<\/li>\n<li>Stochastic processes and simulation<\/li>\n<li>Decision science foundations and machine learning<\/li>\n<\/ul>\n<\/div>                                                                                            <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/div>\r\n                                                                                \r\n        <\/div>\r\n\r\n\n\n\n<h3 class=\"wp-block-heading\">Faculty<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Alagoz_Oguzhan\/\" target=\"_blank\" rel=\"noreferrer noopener\">Oguz Alagoz<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Albert_Laura\/\" target=\"_blank\" rel=\"noreferrer noopener\">Laura Albert<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Del-pia_Alberto\/\" target=\"_blank\" rel=\"noreferrer noopener\">Alberto Del Pia<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Linderoth_Jeffrey\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jeff Linderoth<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Luedtke_James\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jim Luedtke<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Michini_Carla\/\" target=\"_blank\" rel=\"noreferrer noopener\">Carla Michini<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Mintz_Yonatan\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yonatan Mintz<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Xie_Qiaomin\/\" target=\"_blank\" rel=\"noreferrer noopener\">Qiaomin Xie<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Zayas-caban_Gabriel\/\" target=\"_blank\" rel=\"noreferrer noopener\">Gabriel Zayas Cab\u00e1n<\/a><\/li>\n<\/ul>\n\n\n<div class=\"acf-callout-slim block_4dedc2f326648ef99652a6f74ed364f1 position-relative track-callout-slim mb-n5 mt-5 alignfull py-5\" >\r\n    <div class=\"my-0 container-xxl\">\r\n        <div 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consortia and laboratories<i class=\"fas fa-arrow-right ms-2\" aria-hidden=\"true\"><\/i><\/a>\r\n                <\/div>\r\n                    <\/div>\r\n\r\n                <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Faculty<\/p>\n","protected":false},"author":87,"featured_media":0,"parent":49737,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_tec_requires_first_save":true,"_mbp_gutenberg_autopost":false,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_tribe_blocks_recurrence_rules":"","_tribe_blocks_recurrence_description":"","_tribe_blocks_recurrence_exclusions":"","footnotes":""},"class_list":["post-49834","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49834","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/comments?post=49834"}],"version-history":[{"count":3,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49834\/revisions"}],"predecessor-version":[{"id":98020,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49834\/revisions\/98020"}],"up":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49737"}],"wp:attachment":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/media?parent=49834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}