{"id":7447,"date":"2022-07-06T14:18:41","date_gmt":"2022-07-06T14:18:41","guid":{"rendered":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/?page_id=7447"},"modified":"2026-03-27T12:59:27","modified_gmt":"2026-03-27T12:59:27","slug":"simulation-challenge","status":"publish","type":"page","link":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/","title":{"rendered":"Simulation Challenge 2026"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-7447\" data-postid=\"7447\" class=\"themify_builder_content themify_builder_content-7447 themify_builder tf_clear\">\n                    <div  data-anchor=\"about\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-about tb_8vj3847 tb_first tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_c90d848 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_lmrn690   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p>Since its inception in 2022 as the \u201cCase Study Competition,\u201d the Winter Simulation Conference (WSC) Simulation Challenge has consistently emphasized the vital role of simulation in bridging the gap between academia and industry. This initiative is rooted in fostering interdisciplinary collaboration, driving innovation, and addressing real-world challenges through advanced simulation technologies.<\/p>\n<p>This year, aligning with the WSC 2026 theme \u201cSimulation for Climate Resilience,\u201d the Challenge focuses on demonstrating how discrete\u2011event simulation can act as a decision\u2011enabling infrastructure for managing climate\u2011induced disruptions in complex maritime logistics systems. Rather than emphasizing model construction, the Challenge shifts toward empowering participants to develop dynamic, resilience\u2011oriented decision policies for liner\u2011shipping networks exposed to stochastic climate disruptions. Participants are invited to design, optimize, and evaluate adaptive decision algorithms\u2014covering vessel deployment, port\u2011level operations, and cargo routing\u2014within a standardized simulation environment. The goal is to enhance system adaptability and minimize transport delays under extreme climate uncertainty, reflecting the growing need for resilient maritime logistics in an increasingly volatile global environment.<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_l6k2226   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p>We are excited to announce that the 2026 Simulation Challenge is co-organized by the Department of Industrial Systems Engineering and Management (ISEM) at the National University of Singapore (NUS), the Department of Engineering at the University of Exeter (United Kingdom) and the Department of Industrial Engineering at Tsinghua University (China), showcasing the global and interdisciplinary nature of this event.<\/p>\n<p>This competition offers participants a unique opportunity to engage with industry leaders, gain recognition for their innovative contributions, and compete for prestigious awards. Participants will also have an opportunity to present their solutions at the conference, showcasing their work to key professionals in the maritime sector and gaining valuable recognition. Through this challenge, we aim to inspire the next generation of simulation professionals to shape the future of maritime operations.<\/p>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_e7624 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"problem\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-problem tb_pocx276 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_1 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col-full tb_40qx277 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_0f02216   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2><strong>Problem Description<\/strong><\/h2>\n<p>This year\u2019s Simulation Challenge focuses on maritime logistics under climate\u2011induced disruptions, centered on a liner shipping network that spans multiple ports, circular service routes, finite\u2011capacity vessels, and stochastic container demand. Participants will design strategies that enhance operational efficiency and system resilience when facing climate\u2011driven sailing delays, congestion propagation, and uncertain network conditions. The organizers will provide a basic simulation model using discrete-event modeling methods and which is implemented in an open-source DES framework (i.e., o2despy). In order to ensure clarity and accessibility for all participants, a comprehensive document to describe the model structure according to the rigorously defined modeling formalism will also be provided to ensure clarity and accessibility for all participants.<br \/><br \/>The organizers will supply the data and source code according to the following three aspects of information:<\/p>\n<ul>\n<li>The variable scenario parameters, based on dynamic port operation: real\u2011time demand, resource availability, and disruptions.<\/li>\n<li>The key decisions and default rules involved in the operation of the system, such as routing\/path planning, task assignment and sequencing.<\/li>\n<li>The performance indicators used to measure the efficiency and quality of the system operations.<\/li>\n<\/ul>\n<p style=\"text-align: center\"><a href=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-12343\" src=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png\" alt=\"\" width=\"464\" height=\"300\" srcset=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png 300w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-1024x662.png 1024w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-768x497.png 768w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-1536x993.png 1536w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png 1803w\" sizes=\"auto, (max-width: 464px) 100vw, 464px\" \/><\/a><\/p>\n<p>\u00a0<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_dnia30   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><strong>Competition Objective<\/strong><\/p>\n<p>The competition requires participants to refine decision modules within a simulation model of a maritime logistics network. The goal is to optimize performance indicators based on various scenarios defined by the input data source, streamline operations, alleviate bottlenecks, and improve resilience against external challenges like port congestion, vessel capacity limits or climate\u2011induced sailing disruptions.<\/p>\n<p>Key Areas for Decision Module Enhancement include:<\/p>\n<ul>\n<li>Shipping line operations (vessel deployment, service rerouting).<\/li>\n<li>Port\/terminal operations (berth allocation\/scheduling, vessel priority rules).<\/li>\n<li>Cargo routing decisions (adaptive path selection).<\/li>\n<\/ul>\n<p>By focusing on these specific decision variables and applying advanced simulation techniques, participants are expected to provide insights that will help optimize maritime logistics operations and may, potentially influence global trade efficiency.<\/p>\n<p>Participants are required to:<\/p>\n<ol>\n<li>Rewrite and replace the existing decision modules (in block B) to maximize the performance indicators (in C) under various scenarios (given in A).<\/li>\n<li>Generate logic rules in (B) through various ways, including but not limited to:\n<ul>\n<li>Writing rule-based scripts or heuristic algorithms embedded in decision events,<\/li>\n<li>Embedding this simulation model into some external optimization search algorithms,<\/li>\n<li>Developing a machine learning model to identify and conclude the best parameters and embedding them in the decision events.<\/li>\n<\/ul>\n<\/li>\n<li>Provide only their new decision module (i.e., B) of the program code in a dedicated folder, as any other source code (other than B) will not be evaluated.<\/li>\n<\/ol>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_xzhd366   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><strong>Assessment<\/strong><\/p>\n<p>Once all participants have submitted their code and data in (B), the organizers will embed them in the discrete-event simulation model prepared in advance, overwrite the corresponding original code, and compile and generate an executable simulation program.<\/p>\n<p>In this stage, the pre-specified undisclosed scenarios (as in A) and random seeds will serve as the input of the programs. After which, the organizers will run the simulation program of each participant and generate the output of performance index values (as in C).<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_3xva312    hide-on-stick\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><strong>Documentation<\/strong><\/p>\n<p>To be provided.<\/p>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"evaluation\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-evaluation tb_wyzi278 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_jaxa279 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_t6fw112   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2><span style=\"font-weight: bold\">Evaluation<\/span><\/h2>\n<p>During this evaluation stage, the pre-specified undisclosed scenarios and random seeds will serve as the input of the programs. The organizers will then execute each participant\u2019s simulation program and record the output of performance index values. These outputs will form the basis for scoring and final rankings. Projects will be judged solely based on their ability to achieve the shortest possible total time (waiting + service) while maintaining the integrity of the simulation logic.<\/p>\n<ul>\n<li>The competition is structured into four successive rounds. As the competition progresses, the weighting assigned to each round increases in proportion to the complexity of the respective scenario.<\/li>\n<li>The first three rounds will take place over a <strong>three-month period from July to September<\/strong>. For each of these rounds, a new scenario will be released at the beginning of every month (refer to the schedule for details). Participants (teams) may submit their work for each round at any point of time before the 23rd of each respective month. Resubmissions are allowed, provided they are made before the deadline of each round. Throughout this period, there will be a dynamic leaderboard which ranks the performance of the submissions we receive. This ranking will be regularly updated as the submissions are evaluated, with the final standings for each round published at the end of the month.<\/li>\n<li>For each round, teams will be awarded some points. The top ten teams will get points on a descending scale of 100, 95, 90, and so on, down to 55 points. All other teams that submit a valid model will be awarded 50 points.<\/li>\n<li>Each round carries a different weight. Specifically, the weights assigned to Rounds 1 to 4 are 0.05, 0.15, 0.3, and 0.5, respectively. Final rankings will be determined based on the weighted sum of points accumulated across all rounds.<\/li>\n<li>For example, if a team places 5<sup>th<\/sup> in both Rounds 1 and 2, and 2<sup>nd<\/sup> in Round 3, and 1<sup>st<\/sup> in Round 4, their corresponding points would be calculated as follows: (80\u00d70.05) + (80\u00d70.15) + (95\u00d70.3) + (100\u00d70.5) = 94.5.<\/li>\n<li>Unlike previous rounds, the scenario for the final round will not be released. Teams (participants) may choose to submit an updated version of their work for this round or re-submit any of their previous works. <strong>All final submissions must be received by 23<sup>rd <\/sup>October<\/strong>. Please note that the leaderboard will not be publicly published for this round.<\/li>\n<li>The teams\u2019 performance in every round will contribute towards their overall results, which will be announced on 30<sup>th<\/sup><\/li>\n<li>The Top 5 finalists will be invited to prepare a report presentation for the WSC2026, and the top 6-10 participants (teams) are encouraged to present their work on-site during the event.<\/li>\n<\/ul>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_b1ik828 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"timeline\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-timeline tb_7ljy350 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_bbyi351 first\">\n                    <!-- module box -->\n<div  class=\"module module-box tb_oh64437 \" data-lazy=\"1\">\n    <div class=\"module-box-content ui  tb_default_color\">\n                <div class=\"tb_text_wrap\"><h3>Round 1<\/h3>\n<h4><strong>Start Date: July 1<\/strong><\/h4>\n<ul>\n<li>Registration opens<\/li>\n<li>First Scenario is released<\/li>\n<li>Submissions for Round 1 open<\/li>\n<\/ul>\n<h4><b>End Date: July 23<\/b><\/h4>\n<p>Submissions close for the Round 1.<strong><br \/><\/strong><\/p>\n<h4>Evaluation Period: July 24-30<\/h4>\n<h4><strong>Rankings Announcement: July 31<\/strong><\/h4><\/div>\n    <\/div>\n<\/div>\n<!-- \/module box -->\n<!-- module box -->\n<div  class=\"module module-box tb_jogx87 \" data-lazy=\"1\">\n    <div class=\"module-box-content ui  tb_default_color\">\n                <div class=\"tb_text_wrap\"><h3>Round 2<\/h3>\n<h4><strong>Start Date: August 1<\/strong><\/h4>\n<ul>\n<li>New Scenario is released<\/li>\n<li>Submissions for Round 2 open<\/li>\n<\/ul>\n<h4><b>End Date: August 23<\/b><\/h4>\n<p>Submissions close for the Round 2.<strong><br \/><\/strong><\/p>\n<h4>Evaluation Period: August 24-30<\/h4>\n<h4><strong>Rankings Announcement: August 31<\/strong><\/h4><\/div>\n    <\/div>\n<\/div>\n<!-- \/module box -->\n<!-- module box -->\n<div  class=\"module module-box tb_k15h704 \" data-lazy=\"1\">\n    <div class=\"module-box-content ui  tb_default_color\">\n                <div class=\"tb_text_wrap\"><h3>Round 3<\/h3>\n<h4><strong>Start Date: September 1<\/strong><\/h4>\n<ul>\n<li>New Scenario is released<\/li>\n<li>Submissions for Round 3 open<\/li>\n<\/ul>\n<h4><b>End Date: September 23<\/b><\/h4>\n<p>Submissions close for the Round 3.<strong><br \/><\/strong><\/p>\n<h4>Evaluation Period: September 24-29<\/h4>\n<h4><b>Rankings Announcement: September 30<\/b><\/h4><\/div>\n    <\/div>\n<\/div>\n<!-- \/module box -->\n<!-- module box -->\n<div  class=\"module module-box tb_q2n822 \" data-lazy=\"1\">\n    <div class=\"module-box-content ui  tb_default_color\">\n                <div class=\"tb_text_wrap\"><h3>Hidden Round<\/h3>\n<h4><strong>Start Date: October 1<\/strong><\/h4>\n<ul>\n<li>Submissions for Hidden Round open<\/li>\n<li>No new scenario will be released<\/li>\n<li>Participants can either:\n<ul>\n<li>submit an updated version of their work OR\u00a0<\/li>\n<li>re-submit\u00a0their previous works<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>End Date: October 23<\/b><\/h4>\n<p>Submissions close for the Hidden Round.\u00a0<\/p>\n<h4>Evaluation Period: October 24-31<\/h4>\n<h4><b>Rankings Announcement: October 31<\/b><\/h4>\n<p>Top 5 teams announced.<\/p><\/div>\n    <\/div>\n<\/div>\n<!-- \/module box -->\n        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_cr9x994 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"rules\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-rules tb_4b3x550 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_dtcl551 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_pkm9416   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2><span style=\"font-weight: bold\">Rules &amp; Registration<\/span><\/h2>\n<h3><span style=\"font-weight: normal;color: #000000\">Eligibility<\/span><\/h3>\n<p>To be eligible to enter the competition, all participants must:<\/p>\n<ul>\n<li>Register for the competition with a valid and active email address which the organizer can use to communicate with the participants.<\/li>\n<li>Either be a single entrant or part of a team of up to a <strong>maximum of five (5) members only.<\/strong> Each participant <strong>can only join up to one team<\/strong>.<\/li>\n<li>Be solely responsible for creating the competition submission. Supervision or advice from the participants\u2019 professors or post-doctoral researchers is permissible.<\/li>\n<\/ul>\n<p>The competition is open to all except for members of the<b>\u00a0<\/b>committee, including all staff members. However, the<b> <\/b>committee reserves the right to approve or disapprove participation according to its own considerations.<\/p>\n<p>Please download the <a href=\"https:\/\/meetings.informs.org\/wordpress\/wsc2023\/files\/2023\/07\/Copy-of-Registration_XXXTeam-Name.xlsx\">Registration Document<\/a>, fill in the relevant content and rename the document to &#8220;Registration +Team Name&#8221;, and send it to <a href=\"mailto:wsc2026simchallenge@gmail.com\"><u>wsc2026simchallenge@gmail.com<\/u><\/a> to complete the registration.<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_wwox595   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2 id=\"submission\"><span style=\"font-weight: bold\">Submission<\/span><\/h2>\n<p>Please\u00a0submit\u00a0your\u00a0code\u00a0in\u00a0.rar\u00a0or\u00a0.zip\u00a0file. The file name is Round Number + Team Name, eg Round1_TeamN. Make\u00a0sure\u00a0you\u00a0have\u00a0tested\u00a0the\u00a0code\u00a0in\u00a0your\u00a0local\u00a0computer.<\/p>\n<p>Email address for submission: <a href=\"mailto:wsc2026simchallenge@gmail.com\"><u>wsc2026simchallenge@gmail.com<\/u><\/a><\/p>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_44e3433 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"prizes\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-prizes tb_tsno692 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_gktg692 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_o006693   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2><span style=\"font-weight: bold\">Prizes<\/span><\/h2>\n<p>Total Prize Amount (USD): $10,000<\/p>\n<ul>\n<li>1st place: USD 2,000 + WSC registration fee rebate<\/li>\n<li>2nd &amp; 3rd places: USD 1,000 + WSC registration fee rebate<\/li>\n<li>4th &amp; 5th places: USD 500 + WSC registration fee rebate<\/li>\n<li>6th to 10th places: WSC registration fee rebate (if you are willing to attend the conference)<br \/><br \/><strong>Please Note:<\/strong> We reserve five registration fee reimbursements for any participants who wish to present their work onsite at the WSC2026. These reimbursements are available even to those who are not among the top five finalists, provided they present their work at the conference. Only participants who attend the WSC2026 conference in person will be eligible to receive their ranking certificates and prize money. Participants who do not attend the conference in person will instead be awarded a &#8220;Successful Participation Award&#8221; in recognition of their effort. 1st place &#8211; 5th place winners will need to provide appropriate tax documentation (foreign payees: <a href=\"https:\/\/www.irs.gov\/pub\/irs-pdf\/fw8ben.pdf\">W-8 ENE<\/a> and for US payees: <a href=\"https:\/\/www.irs.gov\/pub\/irs-pdf\/fw9.pdf\">W-9).<\/a><\/li>\n<\/ul>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_mwcf601 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-anchor=\"contact\" data-lazy=\"1\" class=\"module_row themify_builder_row tb_has_section tb_section-contact tb_wy3p687 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_bp95688 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_99nh857   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2><span style=\"font-weight: bold\">Contact<\/span><\/h2>\n<p>For any enquiries, please feel free to drop our Case Competition Chair, Dr. Li Haobin, an email at <a href=\"mailto:li_haobin@nus.edu.sg\">li_haobin@nus.edu.sg<\/a> and Co-Chair, Dr. Martino Luis, <a href=\"mailto:M.Luis@exeter.ac.uk\">M.Luis@exeter.ac.uk<\/a><\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module text -->\n<div  class=\"module module-text tb_gad0910   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <h2 id=\"terms\"><span style=\"font-weight: bold\">Terms &amp; Conditions<\/span><\/h2>\n<ol>\n<li>The competition committee reserves the right to disqualify any entrant from the competition if, in the competition committee&#8217;s sole discretion, it reasonably believes that the entrant has attempted to undermine the legitimate operation of the competition through cheating, deception, or other unfair playing practices.<\/li>\n<li>Submissions are void if they are in whole or part illegible, incomplete, damaged, altered, counterfeit, obtained through fraudulent means, or late. The competition committee reserves the right, in its sole discretion, to disqualify any entrant who makes a submission that does not adhere to all requirements.<\/li>\n<li>Officers, directors, employees, and advisory board members (and their immediate families and members of the same household) of the competition organizer and their respective affiliates are not eligible to participate in the competition.<\/li>\n<li>You agree to use reasonable and suitable measures to prevent persons who have not formally agreed to these rules from gaining access to the software and data provided by the competition organizer. You agree not to transmit, duplicate, publish, redistribute, or otherwise provide or make such software and data available to any party not participating in the competition. You agree to notify the competition organizer immediately upon learning of any possible unauthorized transmission or unauthorized access of such software and data and agree to work with the competition organizer to rectify any unauthorized transmission. You agree that participation in the competition shall not be construed as having or being granted a license (expressly, by implication, or otherwise) under, or any right of ownership in, any of the software and data.<\/li>\n<li>By downloading the software and data provided by the competition organizer you agree to the following terms:<\/li>\n<li>You will not distribute the software and data.<\/li>\n<li>You accept full responsibility for your use of the software and data and shall defend and indemnify the competition organizer, against any claims arising from your use of the software and data.<\/li>\n<li>By joining the competition, you affirm and acknowledge that you agree to comply with applicable laws and regulations, and you may not infringe upon any copyrights, intellectual property, or patent of another party for the software you develop in the course of the competition, and will not breach of any applicable laws and regulations related to export control and data privacy and protection.<\/li>\n<li>The competition committee reserves the right to verify eligibility and to adjudicate on any dispute at any time. If you provide any false information relating to the competition concerning your identity, residency, mailing address, telephone number, e-mail address, right of ownership, or information required for entering the competition, you may be immediately disqualified from the competition.<\/li>\n<li>The winner&#8217;s codes and documentation (collectively referred to as \u201cprogram\u201d) will be kept on the competition website after the competition. Unless otherwise indicated, all copyrights of the program belong to the winner. The program is licensed under MIT license. THIS PROGRAM IS PROVIDED ON AN &#8220;AS IS&#8221; BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.<\/li>\n<li>Prizes are subject to the competition committee&#8217;s review and verification of the entrant&#8217;s eligibility and compliance with these rules as well as the compliance of the winning submissions with the submission requirements.<\/li>\n<li>Competition prizes do not include tax payment. Any potential winner is solely responsible for all applicable taxes related to accepting the prize.<\/li>\n<li>The competition committee reserves the right at its sole discretion to terminate, modify, or suspend the competition, or disqualify the participants from the competition.<\/li>\n<li>For more information about personal data protection, please refer to the Privacy Policy.<\/li>\n<\/ol>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_fgx5970 last\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_pl5s651 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_1 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col-full tb_6vm1651 first\">\n                            <\/div>\n                        <\/div>\n        <\/div>\n        <\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>Since its inception in 2022 as the \u201cCase Study Competition,\u201d the Winter Simulation Conference (WSC) Simulation Challenge has consistently emphasized the vital role of simulation in bridging the gap between academia and industry. This initiative is rooted in fostering interdisciplinary collaboration, driving innovation, and addressing real-world challenges through advanced simulation technologies. This year, aligning with [&hellip;]<\/p>\n","protected":false},"author":1001077,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-7447","page","type-page","status-publish","hentry","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Simulation Challenge 2026 - Winter Simulation Conference 2026<\/title>\n<meta name=\"description\" content=\"The competition will examine the role of simulation in next-generation industrial systems and aid collaboration between academia and industry.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Simulation Challenge 2026\" \/>\n<meta property=\"og:description\" content=\"The competition will examine the role of simulation in next-generation industrial systems and aid collaboration between academia and industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/\" \/>\n<meta property=\"og:site_name\" content=\"Winter Simulation Conference 2026\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-27T12:59:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"21 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/\",\"url\":\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/\",\"name\":\"Simulation Challenge 2026 - 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Winter Simulation Conference 2026","description":"The competition will examine the role of simulation in next-generation industrial systems and aid collaboration between academia and industry.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/","og_locale":"en_US","og_type":"article","og_title":"Simulation Challenge 2026","og_description":"The competition will examine the role of simulation in next-generation industrial systems and aid collaboration between academia and industry.","og_url":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/","og_site_name":"Winter Simulation Conference 2026","article_modified_time":"2026-03-27T12:59:27+00:00","og_image":[{"url":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"21 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/","url":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/","name":"Simulation Challenge 2026 - Winter Simulation Conference 2026","isPartOf":{"@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/#website"},"primaryImageOfPage":{"@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/#primaryimage"},"image":{"@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/#primaryimage"},"thumbnailUrl":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png","datePublished":"2022-07-06T14:18:41+00:00","dateModified":"2026-03-27T12:59:27+00:00","description":"The competition will examine the role of simulation in next-generation industrial systems and aid collaboration between academia and industry.","breadcrumb":{"@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/#primaryimage","url":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png","contentUrl":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png","width":1803,"height":1166},{"@type":"BreadcrumbList","@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/simulation-challenge\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/"},{"@type":"ListItem","position":2,"name":"Simulation Challenge 2026"}]},{"@type":"WebSite","@id":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/#website","url":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/","name":"Winter Simulation Conference 2026","description":"Simulation for Climate Resilience","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"builder_content":"<p>Since its inception in 2022 as the \u201cCase Study Competition,\u201d the Winter Simulation Conference (WSC) Simulation Challenge has consistently emphasized the vital role of simulation in bridging the gap between academia and industry. This initiative is rooted in fostering interdisciplinary collaboration, driving innovation, and addressing real-world challenges through advanced simulation technologies.<\/p> <p>This year, aligning with the WSC 2026 theme \u201cSimulation for Climate Resilience,\u201d the Challenge focuses on demonstrating how discrete\u2011event simulation can act as a decision\u2011enabling infrastructure for managing climate\u2011induced disruptions in complex maritime logistics systems. Rather than emphasizing model construction, the Challenge shifts toward empowering participants to develop dynamic, resilience\u2011oriented decision policies for liner\u2011shipping networks exposed to stochastic climate disruptions. Participants are invited to design, optimize, and evaluate adaptive decision algorithms\u2014covering vessel deployment, port\u2011level operations, and cargo routing\u2014within a standardized simulation environment. The goal is to enhance system adaptability and minimize transport delays under extreme climate uncertainty, reflecting the growing need for resilient maritime logistics in an increasingly volatile global environment.<\/p>\n<p>We are excited to announce that the 2026 Simulation Challenge is co-organized by the Department of Industrial Systems Engineering and Management (ISEM) at the National University of Singapore (NUS), the Department of Engineering at the University of Exeter (United Kingdom) and the Department of Industrial Engineering at Tsinghua University (China), showcasing the global and interdisciplinary nature of this event.<\/p> <p>This competition offers participants a unique opportunity to engage with industry leaders, gain recognition for their innovative contributions, and compete for prestigious awards. Participants will also have an opportunity to present their solutions at the conference, showcasing their work to key professionals in the maritime sector and gaining valuable recognition. Through this challenge, we aim to inspire the next generation of simulation professionals to shape the future of maritime operations.<\/p>\n<h2><strong>Problem Description<\/strong><\/h2> <p>This year\u2019s Simulation Challenge focuses on maritime logistics under climate\u2011induced disruptions, centered on a liner shipping network that spans multiple ports, circular service routes, finite\u2011capacity vessels, and stochastic container demand. Participants will design strategies that enhance operational efficiency and system resilience when facing climate\u2011driven sailing delays, congestion propagation, and uncertain network conditions. The organizers will provide a basic simulation model using discrete-event modeling methods and which is implemented in an open-source DES framework (i.e., o2despy). In order to ensure clarity and accessibility for all participants, a comprehensive document to describe the model structure according to the rigorously defined modeling formalism will also be provided to ensure clarity and accessibility for all participants.<br \/><br \/>The organizers will supply the data and source code according to the following three aspects of information:<\/p> <ul> <li>The variable scenario parameters, based on dynamic port operation: real\u2011time demand, resource availability, and disruptions.<\/li> <li>The key decisions and default rules involved in the operation of the system, such as routing\/path planning, task assignment and sequencing.<\/li> <li>The performance indicators used to measure the efficiency and quality of the system operations.<\/li> <\/ul> <p style=\"text-align: center\"><a href=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png\" alt=\"\" width=\"464\" height=\"300\" srcset=\"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-300x194.png 300w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-1024x662.png 1024w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-768x497.png 768w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2-1536x993.png 1536w, https:\/\/meetings.informs.org\/wordpress\/wsc2026\/files\/2026\/03\/PictureV_2.png 1803w\" sizes=\"auto, (max-width: 464px) 100vw, 464px\" \/><\/a><\/p> <p>\u00a0<\/p>\n<p><strong>Competition Objective<\/strong><\/p> <p>The competition requires participants to refine decision modules within a simulation model of a maritime logistics network. The goal is to optimize performance indicators based on various scenarios defined by the input data source, streamline operations, alleviate bottlenecks, and improve resilience against external challenges like port congestion, vessel capacity limits or climate\u2011induced sailing disruptions.<\/p> <p>Key Areas for Decision Module Enhancement include:<\/p> <ul> <li>Shipping line operations (vessel deployment, service rerouting).<\/li> <li>Port\/terminal operations (berth allocation\/scheduling, vessel priority rules).<\/li> <li>Cargo routing decisions (adaptive path selection).<\/li> <\/ul> <p>By focusing on these specific decision variables and applying advanced simulation techniques, participants are expected to provide insights that will help optimize maritime logistics operations and may, potentially influence global trade efficiency.<\/p> <p>Participants are required to:<\/p> <ol> <li>Rewrite and replace the existing decision modules (in block B) to maximize the performance indicators (in C) under various scenarios (given in A).<\/li> <li>Generate logic rules in (B) through various ways, including but not limited to: <ul> <li>Writing rule-based scripts or heuristic algorithms embedded in decision events,<\/li> <li>Embedding this simulation model into some external optimization search algorithms,<\/li> <li>Developing a machine learning model to identify and conclude the best parameters and embedding them in the decision events.<\/li> <\/ul> <\/li> <li>Provide only their new decision module (i.e., B) of the program code in a dedicated folder, as any other source code (other than B) will not be evaluated.<\/li> <\/ol>\n<p><strong>Assessment<\/strong><\/p> <p>Once all participants have submitted their code and data in (B), the organizers will embed them in the discrete-event simulation model prepared in advance, overwrite the corresponding original code, and compile and generate an executable simulation program.<\/p> <p>In this stage, the pre-specified undisclosed scenarios (as in A) and random seeds will serve as the input of the programs. After which, the organizers will run the simulation program of each participant and generate the output of performance index values (as in C).<\/p>\n<p><strong>Documentation<\/strong><\/p> <p>To be provided.<\/p>\n<h2>Evaluation<\/h2> <p>During this evaluation stage, the pre-specified undisclosed scenarios and random seeds will serve as the input of the programs. The organizers will then execute each participant\u2019s simulation program and record the output of performance index values. These outputs will form the basis for scoring and final rankings. Projects will be judged solely based on their ability to achieve the shortest possible total time (waiting + service) while maintaining the integrity of the simulation logic.<\/p> <ul> <li>The competition is structured into four successive rounds. As the competition progresses, the weighting assigned to each round increases in proportion to the complexity of the respective scenario.<\/li> <li>The first three rounds will take place over a <strong>three-month period from July to September<\/strong>. For each of these rounds, a new scenario will be released at the beginning of every month (refer to the schedule for details). Participants (teams) may submit their work for each round at any point of time before the 23rd of each respective month. Resubmissions are allowed, provided they are made before the deadline of each round. Throughout this period, there will be a dynamic leaderboard which ranks the performance of the submissions we receive. This ranking will be regularly updated as the submissions are evaluated, with the final standings for each round published at the end of the month.<\/li> <li>For each round, teams will be awarded some points. The top ten teams will get points on a descending scale of 100, 95, 90, and so on, down to 55 points. All other teams that submit a valid model will be awarded 50 points.<\/li> <li>Each round carries a different weight. Specifically, the weights assigned to Rounds 1 to 4 are 0.05, 0.15, 0.3, and 0.5, respectively. Final rankings will be determined based on the weighted sum of points accumulated across all rounds.<\/li> <li>For example, if a team places 5<sup>th<\/sup> in both Rounds 1 and 2, and 2<sup>nd<\/sup> in Round 3, and 1<sup>st<\/sup> in Round 4, their corresponding points would be calculated as follows: (80\u00d70.05) + (80\u00d70.15) + (95\u00d70.3) + (100\u00d70.5) = 94.5.<\/li> <li>Unlike previous rounds, the scenario for the final round will not be released. Teams (participants) may choose to submit an updated version of their work for this round or re-submit any of their previous works. <strong>All final submissions must be received by 23<sup>rd <\/sup>October<\/strong>. Please note that the leaderboard will not be publicly published for this round.<\/li> <li>The teams\u2019 performance in every round will contribute towards their overall results, which will be announced on 30<sup>th<\/sup><\/li> <li>The Top 5 finalists will be invited to prepare a report presentation for the WSC2026, and the top 6-10 participants (teams) are encouraged to present their work on-site during the event.<\/li> <\/ul>\n<h3>Round 1<\/h3> <h4><strong>Start Date: July 1<\/strong><\/h4> <ul> <li>Registration opens<\/li> <li>First Scenario is released<\/li> <li>Submissions for Round 1 open<\/li> <\/ul> <h4><b>End Date: July 23<\/b><\/h4> <p>Submissions close for the Round 1.<strong><br \/><\/strong><\/p> <h4>Evaluation Period: July 24-30<\/h4> <h4><strong>Rankings Announcement: July 31<\/strong><\/h4>\n<h3>Round 2<\/h3> <h4><strong>Start Date: August 1<\/strong><\/h4> <ul> <li>New Scenario is released<\/li> <li>Submissions for Round 2 open<\/li> <\/ul> <h4><b>End Date: August 23<\/b><\/h4> <p>Submissions close for the Round 2.<strong><br \/><\/strong><\/p> <h4>Evaluation Period: August 24-30<\/h4> <h4><strong>Rankings Announcement: August 31<\/strong><\/h4>\n<h3>Round 3<\/h3> <h4><strong>Start Date: September 1<\/strong><\/h4> <ul> <li>New Scenario is released<\/li> <li>Submissions for Round 3 open<\/li> <\/ul> <h4><b>End Date: September 23<\/b><\/h4> <p>Submissions close for the Round 3.<strong><br \/><\/strong><\/p> <h4>Evaluation Period: September 24-29<\/h4> <h4><b>Rankings Announcement: September 30<\/b><\/h4>\n<h3>Hidden Round<\/h3> <h4><strong>Start Date: October 1<\/strong><\/h4> <ul> <li>Submissions for Hidden Round open<\/li> <li>No new scenario will be released<\/li> <li>Participants can either: <ul> <li>submit an updated version of their work OR\u00a0<\/li> <li>re-submit\u00a0their previous works<\/li> <\/ul> <\/li> <\/ul> <h4><b>End Date: October 23<\/b><\/h4> <p>Submissions close for the Hidden Round.\u00a0<\/p> <h4>Evaluation Period: October 24-31<\/h4> <h4><b>Rankings Announcement: October 31<\/b><\/h4> <p>Top 5 teams announced.<\/p>\n<h2>Rules &amp; Registration<\/h2> <h3>Eligibility<\/h3> <p>To be eligible to enter the competition, all participants must:<\/p> <ul> <li>Register for the competition with a valid and active email address which the organizer can use to communicate with the participants.<\/li> <li>Either be a single entrant or part of a team of up to a <strong>maximum of five (5) members only.<\/strong> Each participant <strong>can only join up to one team<\/strong>.<\/li> <li>Be solely responsible for creating the competition submission. Supervision or advice from the participants\u2019 professors or post-doctoral researchers is permissible.<\/li> <\/ul> <p>The competition is open to all except for members of the<b>\u00a0<\/b>committee, including all staff members. However, the<b> <\/b>committee reserves the right to approve or disapprove participation according to its own considerations.<\/p> <p>Please download the <a href=\"https:\/\/meetings.informs.org\/wordpress\/wsc2023\/files\/2023\/07\/Copy-of-Registration_XXXTeam-Name.xlsx\">Registration Document<\/a>, fill in the relevant content and rename the document to \"Registration +Team Name\", and send it to <a href=\"mailto:wsc2026simchallenge@gmail.com\"><u>wsc2026simchallenge@gmail.com<\/u><\/a> to complete the registration.<\/p>\n<h2 id=\"submission\">Submission<\/h2> <p>Please\u00a0submit\u00a0your\u00a0code\u00a0in\u00a0.rar\u00a0or\u00a0.zip\u00a0file. The file name is Round Number + Team Name, eg Round1_TeamN. Make\u00a0sure\u00a0you\u00a0have\u00a0tested\u00a0the\u00a0code\u00a0in\u00a0your\u00a0local\u00a0computer.<\/p> <p>Email address for submission: <a href=\"mailto:wsc2026simchallenge@gmail.com\"><u>wsc2026simchallenge@gmail.com<\/u><\/a><\/p>\n<h2>Prizes<\/h2> <p>Total Prize Amount (USD): $10,000<\/p> <ul> <li>1st place: USD 2,000 + WSC registration fee rebate<\/li> <li>2nd &amp; 3rd places: USD 1,000 + WSC registration fee rebate<\/li> <li>4th &amp; 5th places: USD 500 + WSC registration fee rebate<\/li> <li>6th to 10th places: WSC registration fee rebate (if you are willing to attend the conference)<br \/><br \/><strong>Please Note:<\/strong> We reserve five registration fee reimbursements for any participants who wish to present their work onsite at the WSC2026. These reimbursements are available even to those who are not among the top five finalists, provided they present their work at the conference. Only participants who attend the WSC2026 conference in person will be eligible to receive their ranking certificates and prize money. Participants who do not attend the conference in person will instead be awarded a \"Successful Participation Award\" in recognition of their effort. 1st place - 5th place winners will need to provide appropriate tax documentation (foreign payees: <a href=\"https:\/\/www.irs.gov\/pub\/irs-pdf\/fw8ben.pdf\">W-8 ENE<\/a> and for US payees: <a href=\"https:\/\/www.irs.gov\/pub\/irs-pdf\/fw9.pdf\">W-9).<\/a><\/li> <\/ul>\n<h2>Contact<\/h2> <p>For any enquiries, please feel free to drop our Case Competition Chair, Dr. Li Haobin, an email at <a href=\"mailto:li_haobin@nus.edu.sg\">li_haobin@nus.edu.sg<\/a> and Co-Chair, Dr. Martino Luis, <a href=\"mailto:M.Luis@exeter.ac.uk\">M.Luis@exeter.ac.uk<\/a><\/p>\n<h2 id=\"terms\">Terms &amp; Conditions<\/h2> <ol> <li>The competition committee reserves the right to disqualify any entrant from the competition if, in the competition committee's sole discretion, it reasonably believes that the entrant has attempted to undermine the legitimate operation of the competition through cheating, deception, or other unfair playing practices.<\/li> <li>Submissions are void if they are in whole or part illegible, incomplete, damaged, altered, counterfeit, obtained through fraudulent means, or late. The competition committee reserves the right, in its sole discretion, to disqualify any entrant who makes a submission that does not adhere to all requirements.<\/li> <li>Officers, directors, employees, and advisory board members (and their immediate families and members of the same household) of the competition organizer and their respective affiliates are not eligible to participate in the competition.<\/li> <li>You agree to use reasonable and suitable measures to prevent persons who have not formally agreed to these rules from gaining access to the software and data provided by the competition organizer. You agree not to transmit, duplicate, publish, redistribute, or otherwise provide or make such software and data available to any party not participating in the competition. You agree to notify the competition organizer immediately upon learning of any possible unauthorized transmission or unauthorized access of such software and data and agree to work with the competition organizer to rectify any unauthorized transmission. You agree that participation in the competition shall not be construed as having or being granted a license (expressly, by implication, or otherwise) under, or any right of ownership in, any of the software and data.<\/li> <li>By downloading the software and data provided by the competition organizer you agree to the following terms:<\/li> <li>You will not distribute the software and data.<\/li> <li>You accept full responsibility for your use of the software and data and shall defend and indemnify the competition organizer, against any claims arising from your use of the software and data.<\/li> <li>By joining the competition, you affirm and acknowledge that you agree to comply with applicable laws and regulations, and you may not infringe upon any copyrights, intellectual property, or patent of another party for the software you develop in the course of the competition, and will not breach of any applicable laws and regulations related to export control and data privacy and protection.<\/li> <li>The competition committee reserves the right to verify eligibility and to adjudicate on any dispute at any time. If you provide any false information relating to the competition concerning your identity, residency, mailing address, telephone number, e-mail address, right of ownership, or information required for entering the competition, you may be immediately disqualified from the competition.<\/li> <li>The winner's codes and documentation (collectively referred to as \u201cprogram\u201d) will be kept on the competition website after the competition. Unless otherwise indicated, all copyrights of the program belong to the winner. The program is licensed under MIT license. THIS PROGRAM IS PROVIDED ON AN \"AS IS\" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.<\/li> <li>Prizes are subject to the competition committee's review and verification of the entrant's eligibility and compliance with these rules as well as the compliance of the winning submissions with the submission requirements.<\/li> <li>Competition prizes do not include tax payment. Any potential winner is solely responsible for all applicable taxes related to accepting the prize.<\/li> <li>The competition committee reserves the right at its sole discretion to terminate, modify, or suspend the competition, or disqualify the participants from the competition.<\/li> <li>For more information about personal data protection, please refer to the Privacy Policy.<\/li> <\/ol>","_links":{"self":[{"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/pages\/7447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/users\/1001077"}],"replies":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/comments?post=7447"}],"version-history":[{"count":177,"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/pages\/7447\/revisions"}],"predecessor-version":[{"id":12350,"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/pages\/7447\/revisions\/12350"}],"wp:attachment":[{"href":"https:\/\/meetings.informs.org\/wordpress\/wsc2026\/wp-json\/wp\/v2\/media?parent=7447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}