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window.loswp.shouldShowBulkDownload = true; window.loswp.showSignupCaptcha = false window.loswp.willEdgeCache = false; window.loswp.work = {"work":{"id":64795365,"created_at":"2021-12-17T04:16:20.480-08:00","from_world_paper_id":187705817,"updated_at":"2024-11-23T11:49:52.928-08:00","_data":{"grobid_abstract":"This paper reports on theoretical work aimed at providing a harmonious set of tools for tackling the thorny problem of resilience in complex systems. Specifically, key features of resilience are laid out, and the ramifications on necessary theoretical and implementational machinery are analysed. These ramifications constitute a problem definition that, to the authors' knowledge, no extant system is sufficiently sophisticated to meet. It is, however, possible to identify existing components that can be combined to provide the necessary expressivity. In particular, theoretical ecology has individual based modelling approaches that are consonant with artificial intelligence techniques in multi-agent systems, and in philosophical logic, channel theory provides a mechanism for modelling both system energy and system information flow. The paper demonstrates that it is possible to integrate these components into a coherent theoretical framework, laying a foundation for implementation and testing.","publication_date":"2006,,","publication_name":"Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)","grobid_abstract_attachment_id":"76664208"},"document_type":"paper","pre_hit_view_count_baseline":null,"quality":"high","language":"en","title":"Theoretical steps towards modelling resilience in complex systems","broadcastable":true,"draft":null,"has_indexable_attachment":true,"indexable":true}}["work"]; window.loswp.workCoauthors = [32401724]; window.loswp.locale = "en"; window.loswp.countryCode = "SG"; window.loswp.cwvAbTestBucket = ""; window.loswp.designVariant = "ds_vanilla"; window.loswp.fullPageMobileSutdModalVariant = "full_page_mobile_sutd_modal"; window.loswp.useOptimizedScribd4genScript = false; window.loswp.appleClientId = 'edu.academia.applesignon';</script><script defer="" src="https://accounts.google.com/gsi/client"></script><div class="ds-loswp-container"><div class="ds-work-card--grid-container"><div class="ds-work-card--container js-loswp-work-card"><div class="ds-work-card--cover"><div class="ds-work-cover--wrapper"><div class="ds-work-cover--container"><button class="ds-work-cover--clickable js-swp-download-button" data-signup-modal="{"location":"swp-splash-paper-cover","attachmentId":76664208,"attachmentType":"pdf"}"><img alt="First page of “Theoretical steps towards modelling resilience in complex systems”" class="ds-work-cover--cover-thumbnail" src="https://0.academia-photos.com/attachment_thumbnails/76664208/mini_magick20211217-14956-jhszjt.png?1639743506" /><img alt="PDF Icon" class="ds-work-cover--file-icon" src="//a.academia-assets.com/assets/single_work_splash/adobe.icon-574afd46eb6b03a77a153a647fb47e30546f9215c0ee6a25df597a779717f9ef.svg" /><div class="ds-work-cover--hover-container"><span class="material-symbols-outlined" style="font-size: 20px" translate="no">download</span><p>Download Free PDF</p></div><div class="ds-work-cover--ribbon-container">Download Free PDF</div><div class="ds-work-cover--ribbon-triangle"></div></button></div></div></div><div class="ds-work-card--work-information"><h1 class="ds-work-card--work-title">Theoretical steps towards modelling resilience in complex systems</h1><div class="ds-work-card--work-authors ds-work-card--detail"><a class="ds-work-card--author js-wsj-grid-card-author ds2-5-body-md ds2-5-body-link" data-author-id="32401724" href="https://independent.academia.edu/ChrisReed14"><img alt="Profile image of Chris Reed" class="ds-work-card--author-avatar" src="//a.academia-assets.com/images/s65_no_pic.png" />Chris Reed</a></div><p class="ds-work-card--detail ds2-5-body-sm">2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)</p><div class="ds-work-card--button-container"><button class="ds2-5-button js-swp-download-button" data-signup-modal="{"location":"continue-reading-button--work-card","attachmentId":76664208,"attachmentType":"pdf","workUrl":"https://www.academia.edu/64795365/Theoretical_steps_towards_modelling_resilience_in_complex_systems"}">See full PDF</button><button class="ds2-5-button ds2-5-button--secondary js-swp-download-button" data-signup-modal="{"location":"download-pdf-button--work-card","attachmentId":76664208,"attachmentType":"pdf","workUrl":"https://www.academia.edu/64795365/Theoretical_steps_towards_modelling_resilience_in_complex_systems"}"><span class="material-symbols-outlined" style="font-size: 20px" translate="no">download</span>Download PDF</button></div></div></div></div><div data-auto_select="false" data-client_id="331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b" data-doc_id="76664208" data-landing_url="https://www.academia.edu/64795365/Theoretical_steps_towards_modelling_resilience_in_complex_systems" data-login_uri="https://www.academia.edu/registrations/google_one_tap" data-moment_callback="onGoogleOneTapEvent" id="g_id_onload"></div><div class="ds-top-related-works--grid-container"><div class="ds-related-content--container ds-top-related-works--container"><h2 class="ds-related-content--heading">Related papers</h2><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="0" data-entity-id="14008153" data-sort-order="default"><a class="ds-related-work--title js-wsj-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/14008153/Engineering_Resilient_Systems_of_Systems">Engineering Resilient Systems of Systems</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="294114" href="https://utoronto.academia.edu/JamesWilliams">James Williams</a></div><p class="ds-related-work--abstract ds2-5-body-sm">This paper surveys existing work on engineering resilient systems. 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href="https://www.academia.edu/25098415/Reflections_on_Modeling_Systems_Resilience">Reflections on Modeling Systems' Resilience</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="48359508" href="https://independent.academia.edu/DCWijeyesekera">D C Wijeyesekera</a></div><p class="ds-related-work--metadata ds2-5-body-xs">2005</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"Reflections on Modeling Systems' Resilience","attachmentId":45420961,"attachmentType":"pdf","work_url":"https://www.academia.edu/25098415/Reflections_on_Modeling_Systems_Resilience","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-wsj-grid-card-view-pdf" href="https://www.academia.edu/25098415/Reflections_on_Modeling_Systems_Resilience"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" translate="no">chevron_right</span></a></div></div><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="3" data-entity-id="12240347" data-sort-order="default"><a class="ds-related-work--title js-wsj-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/12240347/The_role_of_resilience_in_complex_system_management_modeling_evolution_for_better_engineering">The role of resilience in complex system management: modeling evolution for better engineering</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="6932546" href="https://unamur.academia.edu/NathanaelLaurent">Nathanaël Laurent</a></div><p class="ds-related-work--abstract ds2-5-body-sm">The aim of our contribution is to identify more precisely the place of resiliency inside the normal evolutive dynamic of an organization. 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It discusses the need ...</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"Constructing Models for Systems Resilience: Challenges, Concepts, and Formal Methods","attachmentId":96058697,"attachmentType":"pdf","work_url":"https://www.academia.edu/93277529/Constructing_Models_for_Systems_Resilience_Challenges_Concepts_and_Formal_Methods","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-wsj-grid-card-view-pdf" href="https://www.academia.edu/93277529/Constructing_Models_for_Systems_Resilience_Challenges_Concepts_and_Formal_Methods"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" translate="no">chevron_right</span></a></div></div><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="5" data-entity-id="2812346" data-sort-order="default"><a class="ds-related-work--title js-wsj-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/2812346/A_Framework_for_System_Resilience_Discussions">A Framework for System Resilience Discussions</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="17873" href="https://stevens.academia.edu/AliMostashari">Ali Mostashari</a></div><p class="ds-related-work--metadata ds2-5-body-xs">2008</p><p class="ds-related-work--abstract ds2-5-body-sm">Abstract. This paper presents a framework for discussions of system resilience. The framework has five aspects: time periods, system types, events, resilience actions, and properties to preserve. The five time periods are well defined, but the other four aspects vary according to author, type of system, and purpose of the discussion, so what is presented is the variation that occurs among definitions.</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" data-signup-modal="{"location":"wsj-grid-card-download-pdf-modal","work_title":"A Framework for System Resilience Discussions","attachmentId":30765963,"attachmentType":"pdf","work_url":"https://www.academia.edu/2812346/A_Framework_for_System_Resilience_Discussions","alternativeTracking":true}"><span class="material-symbols-outlined" style="font-size: 18px" translate="no">download</span><span class="ds2-5-text-link__content">Download free PDF</span></button><a class="ds2-5-text-link ds2-5-text-link--inline js-wsj-grid-card-view-pdf" href="https://www.academia.edu/2812346/A_Framework_for_System_Resilience_Discussions"><span class="ds2-5-text-link__content">View PDF</span><span class="material-symbols-outlined" style="font-size: 18px" translate="no">chevron_right</span></a></div></div><div class="ds-related-work--container js-wsj-grid-card" data-collection-position="6" data-entity-id="110866897" data-sort-order="default"><a class="ds-related-work--title js-wsj-grid-card-title ds2-5-body-md ds2-5-body-link" href="https://www.academia.edu/110866897/Towards_an_Analytic_Framework_for_System_Resilience_Based_on_Reaction_Networks">Towards an Analytic Framework for System Resilience Based on Reaction Networks</a><div class="ds-related-work--metadata"><a class="js-wsj-grid-card-author ds2-5-body-sm ds2-5-body-link" data-author-id="233596" href="https://vub.academia.edu/FrancisHeylighen">Francis Heylighen</a></div><p class="ds-related-work--metadata ds2-5-body-xs">Complexity, 2022</p><div class="ds-related-work--ctas"><button class="ds2-5-text-link ds2-5-text-link--inline js-swp-download-button" 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