{"id":158634,"date":"2026-04-16T13:14:02","date_gmt":"2026-04-16T05:14:02","guid":{"rendered":"https:\/\/ocw.nycu.edu.tw\/?post_type=course_page&#038;p=158634"},"modified":"2026-04-20T08:06:18","modified_gmt":"2026-04-20T00:06:18","slug":"ma-sohb-112-en","status":"publish","type":"course_page","link":"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-hakka-affair-culture\/ma-sohb-112-en","title":{"rendered":"Multi-agent Simulation of Human Social Behaviors [English] &#8211; 112 Academic Year"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"158634\" class=\"elementor elementor-158634\">\n\t\t\t\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-90a0113 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90a0113\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-78bf394\" data-id=\"78bf394\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-20 elementor-section elementor-top-section elementor-element elementor-element-0025485 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0025485\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-50 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0446ed9\" data-id=\"0446ed9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f5840a elementor-widget elementor-widget-penci-info-box\" data-id=\"2f5840a\" data-element_type=\"widget\" data-widget_type=\"penci-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"penci_info_box_37062\" class=\"penci-block-vc penci-info-box penci-ibox-float-left penci-view-default penci-shape-circle\">\r\n\t\t\t<div class=\"penci-ibox-inner\">\r\n\t\t\t\t\t\t\t\t<div class=\"penci-ibox-icon penci-ibox-icon--icon penci-icon penci-tibox-text\"><span class=\"penci-ibox-icon-fa\"><\/span><\/div>\t\t\t\t<div class=\"penci-ibox-content-wrap\">\r\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"penci-ibox-title\">Multi-agent Simulation of Human Social Behaviors [English] - 112 Academic Year<\/h3>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6381f4 elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"c6381f4\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div id=\"eael-advance-tabs-c6381f4\" class=\"eael-advance-tabs eael-tabs-horizontal eael-tab-auto-active\" data-tabid=\"c6381f4\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"eael-tab-inline-icon\">\n                                            <li id=\"home\" class=\"active-default eael-tab-item-trigger\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"home-tab\" aria-expanded=\"false\">\n                            \n                                                                <svg class=\"e-font-icon-svg e-fas-home\" 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8v16z\"><\/path><\/svg>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Course Syllabus<\/span>                            \n                                                    <\/li>\n                                            <li id=\"calendar\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"calendar-tab\" aria-expanded=\"false\">\n                            \n                                                                <svg class=\"e-font-icon-svg e-far-calendar-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M148 288h-40c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12zm108-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm96 0v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm-96 96v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm-96 0v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm192 0v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm96-260v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V112c0-26.5 21.5-48 48-48h48V12c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v52h128V12c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v52h48c26.5 0 48 21.5 48 48zm-48 346V160H48v298c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Course Calendar<\/span>                            \n                                                    <\/li>\n                                    <\/ul>\n            <\/div>\n            \n            <div class=\"eael-tabs-content\">\n\t\t        \n                    <div id=\"home-tab\" class=\"clearfix eael-tab-content-item active-default\" data-title-link=\"home-tab\">\n\t\t\t\t        \t\t\t\t\t        <p><style type=\"text\/css\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><br \/>.\u3002 {<br \/>\tfont-size: 18px;<br \/>}<br \/>.\u3002 {<br \/>\tfont-size: 18px;<br \/>}<br \/>.\u3002 {<br \/>\tfont-size: 18px;<br \/>}<br \/><\/style><\/p><p style=\"margin-bottom: 10px; line-height: 28px; color: #101010; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, Arial; font-size: 16px;\">This course is offered by the\u00a0<a href=\"https:\/\/hs.nycu.edu.tw\/\" target=\"_blank\" rel=\"noopener\">Department of Humanities and Social Sciences at National Yang Ming Chiao Tung University. <\/a><\/p><p class=\"text\">It was produced in collaboration with the university\u2019s Distinguished Visiting Professorship Program (DVP) and the Department of Humanities and Social Sciences.<\/p><p>\u00a0<\/p><p>The purpose of the course is to introduce students in the humanities and the social sciences to computer modeling techniques ideally suited to the study of human behavior. Among the various modeling techniques that might be employed, multi-agent modeling (often abbreviated as ABM for agent-based modeling) is the most nuanced and effective tool for studying complex social systems. Students will be introduced to one of the most popular simulation platforms called NetLogo. Students will learn the basic theoretical and practical concepts of social simulations, what models can and cannot do, what kinds of questions they might answer, and the technical skills to build their own models.<\/p><p>Student achievements will be:<br \/>- Engaging some basic social-scientific explanations of human behaviors<br \/>- Understanding the contributions modeling can make to academic studies<br \/>- Integrating the modeling exercise into larger research agendas<br \/>- Conceptualizing and building simple models of social systems such as resource consumption and renewal, traffic patterns, dissemination of cultural information through social networks, and segregation patterns around racial and cultural differences.<br \/>- Articulating a unique project of their own devising, conceptualizing the modeling strategy, implementing the model, analyzing the results, and summarizing what was and was not discovered.<\/p><p>(This course uses resources from the NetLogo website as teaching demonstrations.)<br \/>\u00a9Wilensky, U. 1999. NetLogo. http:\/\/ccl.northwestern.edu\/netlogo\/. Center for Connected Learning and Computer-Based Modeling, Northwestern University. Evanston, IL.<\/p><p><span style=\"color: #3366ff; font-size: 16px;\"><br \/>Textbook\uff1a<\/span><\/p><p class=\"text\">An Introduction to Agent-based Modeling, Uri Wilensky and William Rand, MIT Press, 2015.<\/p><p style=\"color: #ff00ff; font-size: 14px;\">For perfect learning results, please buy textbooks!<\/p><table style=\"color: #101010; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, Arial; font-size: 16px;\" border=\"1\"><tbody><tr><th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\" width=\"100\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Instructor(s)<\/span><\/span><\/th><td bgcolor=\"#EEEEEE\" width=\"518\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0\u7f8e\u570b\u6731\u5c3c\u4e9e\u5854\u5b78\u9662 Donald M. Braxton\u8001\u5e2b\u3001\u4eba\u6587\u793e\u6703\u5b78\u7cfb \u6f58\u7f8e\u73b2\u8001\u5e2b<\/span><\/td><\/tr><tr><th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Course Credits<\/span><\/span><\/th><td class=\"text\">\u00a03 Credits<\/td><\/tr><tr><th class=\"text\" style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Academic Year<\/span><\/span><\/th><td class=\"text\" bgcolor=\"#EEEEEE\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0112 Academic Year<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/td><\/tr><tr><th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Level<\/span><\/span><\/th><td class=\"text\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0Graduate Student<\/span><\/td><\/tr><tr><th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Prior Knowledge\u00a0<\/span><\/span><\/th><td class=\"text\" bgcolor=\"#EEEEEE\"><span style=\"color: #313131; font-family: PT Serif, serif;\">\u00a0None<\/span><\/td><\/tr><tr><th style=\"text-align: center;\" nowrap=\"nowrap\" bgcolor=\"#FFF3DB\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><span style=\"font-weight: 400; white-space: normal;\">Related Resources<\/span><\/span><\/th><td class=\"text\"><span style=\"color: #313131; font-family: PT Serif, serif;\"><a href=\"#video\">\u00a0Course Video<\/a>\u00a0 \u00a0<a href=\"#syllabus\">Course Syllabus<\/a>\u00a0 <a href=\"#calendar\">Course Calendar<\/a><\/span><\/td><\/tr><\/tbody><\/table>\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"video-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"video-tab\">\n\t\t\t\t        \t\t\t\t\t        <p>\n<table id=\"tablepress-628\" class=\"tablepress tablepress-id-628\">\n<thead>\n<tr class=\"row-1 odd\">\n\t<th class=\"column-1\">Week<\/th><th class=\"column-2\">Course Content<\/th><th class=\"column-3\">Course Video<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-hover\">\n<tr class=\"row-2 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec01<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158732\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec02<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158737\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec03<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158742\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec04<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158747\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec05<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158752\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec06<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158757\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec07<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158762\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec08<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158767\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec09<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158772\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec10<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158777\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec11<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158783\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec12<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158788\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec13<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158793\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec14<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158798\">Watch Online<\/a><\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Lec15<\/td><td class=\"column-3\"><a href=\"\/?post_type=course_page&amp;p=158803\">Watch Online<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\u00a0<\/p>\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"syllabus-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"syllabus-tab\">\n\t\t\t\t        \t\t\t\t\t        <p class=\"title\"><strong>Course Objectives<\/strong><\/p><p class=\"text\">It was produced in collaboration with the university\u2019s Distinguished Visiting Professorship Program (DVP) and the Department of Humanities and Social Sciences.<\/p><p class=\"text\">The purpose of the course is to introduce students in the humanities and the social sciences to computer modeling techniques ideally suited to the study of human behavior. Among the various modeling techniques that might be employed, multi-agent modeling (often abbreviated as ABM for agent-based modeling) is the most nuanced and effective tool for studying complex social systems. Students will be introduced to one of the most popular simulation platforms called NetLogo. Students will learn the basic theoretical and practical concepts of social simulations, what models can and cannot do, what kinds of questions they might answer, and the technical skills to build their own models.<br \/>Student achievements will be:<br \/>- Engaging some basic social-scientific explanations of human behaviors<br \/>- Understanding the contributions modeling can make to academic studies<br \/>- Integrating the modeling exercise into larger research agendas<br \/>- Conceptualizing and building simple models of social systems such as resource consumption and renewal, traffic patterns, dissemination of cultural information through social networks, and segregation patterns around racial and cultural differences.<br \/>- Articulating a unique project of their own devising, conceptualizing the modeling strategy, implementing the model, analyzing the results, and summarizing what was and was not discovered.<\/p><p class=\"text\">(This course uses resources from the NetLogo website as teaching demonstrations.)<br \/>\u00a9Wilensky, U. 1999. NetLogo. http:\/\/ccl.northwestern.edu\/netlogo\/. Center for Connected Learning and Computer-Based Modeling, Northwestern University. Evanston, IL.<\/p>\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"calendar-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"calendar-tab\">\n\t\t\t\t        \t\t\t\t\t        <p class=\"text\">This course calendar provides information on course progress and exams.<\/p><table style=\"font-style: normal; line-height: 20px; font-size: 15px; text-align: center;\" border=\"1\" cellspacing=\"0\"><tbody><tr><td bgcolor=\"#e4d8b0\" width=\"76\"><div style=\"text-align: center;\"><span style=\"color: #000000; font-weight: bold;\"><strong>week<\/strong><\/span><\/div><\/td><td bgcolor=\"#e4d8b0\" width=\"135\"><div style=\"text-align: center;\" align=\"center\"><span style=\"font-family: 'Times New Roman'; font-weight: bold;\"><strong>Date<\/strong><\/span><\/div><\/td><td bgcolor=\"#e4d8b0\" width=\"440\"><div style=\"text-align: center; font-size: 15px; font-weight: bold;\">Course Schedule and Topic<\/div><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">1<\/span><\/td><td style=\"line-height: 20px; font-style: normal; font-size: 15px; text-align: center;\">2023-09-12(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\"><p>Introduction to the Course<\/p><p>Syllabus<br \/>Software Download and Installation<br \/>Overview of Platform Features<\/p><p>Complex Social Systems Chapter 0<br \/>Key Concepts: Agent-based Models<br \/>Emergent Properties<br \/>Decentralization<\/p><\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">2<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-09-19(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>First Models Chapter 1<\/p><p>Key Concepts: Properties, States, and Behaviors<\/p><p>Models as Descriptions<br \/>Models as Explanations<br \/>Models as Experiments<br \/>Models as Analogies<br \/>Models: The Ant Foraging Model<br \/>Assignment: Test Results for Ant Model<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">3<\/span><\/td><td style=\"text-align: center;\">2023-09-26(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\"><p>Model Components Chapter 2<\/p><p>Key Concepts: Iterations in Time (Ticks)<\/p><p>The Interface, Info, and Code Tabs<br \/>Model Settings Interface<br \/>Setup code and Go code<br \/>Cellular Automata<br \/>Still Life, Oscillators, and Spaceships<\/p><p>Models: The Game of Life<br \/>Assignment: Variations on Game of Life Model<\/p><\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">4<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-10-03(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>Model Components (cont) Chapter 2<\/p><p>Key Concepts: Turtle Monitors<br \/>Pseudo-code<br \/>Random Number Generators<\/p><p>Self-Organization<br \/>Monitors: the Histogram<br \/>Models: Heroes and Cowards<br \/>Wealth Distribution<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">5<\/span><\/td><td style=\"text-align: center;\">2023-10-10(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\">National Holiday, no class<\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">6<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-10-17(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>How to Conduct Research with Models Chapter 3<\/p><p>Key Concepts: Spread of disease Models<br \/>Diffusion of information Models<br \/>Critical Thresholds\/Tipping Points<br \/>Porosity\/Density<br \/>Observer Commands and Reporters<br \/>Model Extensions<br \/>Probabilistic Spread<\/p><p>Models: The Fire Model<br \/>Assignment: Experiments Using Observer Commands<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">7<\/span><\/td><td style=\"text-align: center;\">2023-10-24(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\"><p>Conducting Research with Models (cont.) Chapter 3<\/p><p>Key Concepts: Diffusion and Aggregation Models<\/p><p>Percolation Models<br \/>Probabilistic Stopping<\/p><p>Models: Percolation Model<br \/>DLA Model<br \/>Assignment: Working with Probabilities<\/p><\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">8<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-10-31(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>Conducting Research with Models (cont.) Chapter 3<\/p><p>Key Concepts: Segregation<\/p><p>Weak\/Strong Prejudice<br \/>Diversity-seeking and Diversity Avoidant Agents<br \/>Perfect and Bounded Rationality<br \/>Discovering Equilibria<br \/>Testing Behavioral Strategies<br \/>Working with Rewards and Penalties for Agents<\/p><p>Models: The Segregation Model<br \/>The El Farol Model<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">9<\/span><\/td><td style=\"text-align: center;\">2023-11-07(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\">Testing<\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">10<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-11-14(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#F2F2EC\"><p>Making Choices Chapter 4<\/p><p>Key Concepts: Design Phase Choices<\/p><p>The Question (Testability, Verification, Repeatability)<br \/>The Level at which to Model (Granularity)<br \/>The Agents and Relevant Properties<br \/>The Environment<br \/>The Behaviors<br \/>The Time Span<br \/>The Parameters<br \/>The Measures<br \/>Model: Wolf-Sheep Predation<br \/>Assignment: Changing Initial Choices<\/p><p>Basic Principles: Start with the simplest form of the model possible and build complexity and nuance only over time. Always keep a version of the model at every step of Improvement as a record. Comment all code (;;) and keep notes page up-to-date<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">11<\/span><\/td><td style=\"text-align: center;\">2023-11-21(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\"><p>Agents Chapter 5<\/p><p>Key Concepts: Agent properties<br \/>Agent behaviors<br \/>Types and Breeds of Agents<br \/>Agent Granularity<br \/>Agent Cognition<br \/>Models: Tumor Growth<br \/>Spread of AIDS<br \/>Traffic Patterns<\/p><\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">12<\/span><\/td><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\">2023-11-28(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>In-class Reporting and Work on Personal Model Projects<\/p><p>Students Lead the Class in Seminar Format<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">13<\/span><\/td><td style=\"text-align: center;\">2023-12-05(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\">Environments Chapter 5<\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">14<\/span><\/td><td style=\"line-height: 20px; font-style: normal; font-size: 15px; text-align: center;\" bgcolor=\"#f2f2ec\">2023-12-12(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>In-class Reporting and Work on Personal Model Designs<\/p><p>Students Lead the Class in Seminar Format<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">15<\/span><\/td><td style=\"line-height: 20px; font-style: normal; font-size: 15px; text-align: center;\">2023-12-19(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\">Interactions Chapter 5<\/td><\/tr><tr><td style=\"text-align: center;\" bgcolor=\"#f2f2ec\"><span class=\"text\">16<\/span><\/td><td style=\"line-height: 20px; font-style: normal; font-size: 15px; text-align: center;\" bgcolor=\"#f2f2ec\">2023-12-26(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\" bgcolor=\"#f2f2ec\"><p>In-class Reporting and Work on Personal Model Outcomes<\/p><p>Students Lead the Class in Seminar Format<\/p><\/td><\/tr><tr><td style=\"text-align: center;\"><span class=\"text\">17<\/span><\/td><td style=\"line-height: 20px; font-style: normal; font-size: 15px; text-align: center;\">2024-01-02(\u4e8c)<\/td><td style=\"text-align: left; padding: 5px;\"><p>Testing<\/p><p>Final Model(s) Design Portfolio Submitted<br \/>Key Questions: What Does the Model Demonstrate?<br \/>What does it not demonstrate?<br \/>What is your assessment of your strategy?<br \/>Where will you take this model next?<br \/>Can you build on this model?<br \/>What else might this model be applied to?<\/p><\/td><\/tr><\/tbody><\/table>\t\t\t\t                            <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7723a8 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href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-biomedical-science-and-engineering\" class=\"elementor-item\" tabindex=\"-1\">College of Biomedical Science and Engineering<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-132738\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/college-of-life-sciences-en\" class=\"elementor-item\" tabindex=\"-1\">College of Life Sciences<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-141797\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/colege-of-medicine-en\" class=\"elementor-item\" tabindex=\"-1\">College of Medicine<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-118072\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-chinese-center\" class=\"elementor-item\" tabindex=\"-1\">Course of Chinese Center<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-120431\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/liberal-arts-college\" class=\"elementor-item\" tabindex=\"-1\">Forum Of Liberal Arts<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123746\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/speech-of-general-education-center\" class=\"elementor-item\" tabindex=\"-1\">Contemporary Civilization<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-128240\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/reading-of-classic-masterpiece\" class=\"elementor-item\" tabindex=\"-1\">Reading of Classic Masterpiece<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-course_page ajax-mega-menu menu-item-123745\"><a href=\"https:\/\/ocw.nycu.edu.tw\/?course_page=all-course-2\/course-of-general-education-center-2\" class=\"elementor-item\" tabindex=\"-1\">Course of General Education Center<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Multi-agent Si&hellip;<\/p>\n","protected":false},"featured_media":158608,"parent":5327,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"categories":[266],"tags":[341,8045],"class_list":["post-158634","course_page","type-course_page","status-publish","format-standard","has-post-thumbnail","hentry","category-college-of-hakka-affair-culture-en","tag-label-all-course-en","tag-label-college-of-hakka-affair-culture-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - 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