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Rescheduling with new orders and general maximum allowable time disruptions | 4OR
<!DOCTYPE html> <html lang="en" class="no-js"> <head> <meta charset="UTF-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="applicable-device" content="pc,mobile"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="robots" content="max-image-preview:large"> <meta name="access" content="No"> <meta name="360-site-verification" content="1268d79b5e96aecf3ff2a7dac04ad990" /> <title>Rescheduling with new orders and general maximum allowable time disruptions | 4OR </title> <meta name="twitter:site" content="@SpringerLink"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:image:alt" content="Content cover image"/> <meta name="twitter:title" content="Rescheduling with new orders and general maximum allowable time disruptions"/> <meta name="twitter:description" content="4OR - We study the rescheduling with new orders on a single machine under the general maximum allowable time disruptions. Under the restriction of general maximum allowable time disruptions, each..."/> <meta name="twitter:image" content="https://media.springernature.com/full/springer-static/cover-hires/journal/10288"/> <meta name="journal_id" content="10288"/> <meta name="dc.title" content="Rescheduling with new orders and general maximum allowable time disruptions"/> <meta name="dc.source" content="4OR 2016 14:3"/> <meta name="dc.format" content="text/html"/> <meta name="dc.publisher" content="Springer"/> <meta name="dc.date" content="2016-02-26"/> <meta name="dc.type" content="OriginalPaper"/> <meta name="dc.language" content="En"/> <meta name="dc.copyright" content="2016 Springer-Verlag Berlin Heidelberg"/> <meta name="dc.rights" content="2016 Springer-Verlag Berlin Heidelberg"/> <meta name="dc.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="dc.description" content="We study the rescheduling with new orders on a single machine under the general maximum allowable time disruptions. Under the restriction of general maximum allowable time disruptions, each original job has an upper bound for its time disruption (regarded as the maximum allowable time disruption of the job), or equivalently, in every feasible schedule, the difference of the completion time of each original job compared to that in the pre-schedule does not exceed its maximum allowable time disruption. We also consider a stronger restriction which additionally requires that, in a feasible schedule, the starting time of each original job is not allowed to be scheduled smaller than that in the pre-schedule. Scheduling objectives to be minimized are the maximum lateness and the total completion time, respectively, and the pre-schedules of original jobs are given by EDD-schedule and SPT-schedule, respectively. Then we have four problems for consideration. For the two problems for minimizing the maximum lateness, we present strong NP-hardness proof, provide a simple 2-approximation polynomial-time algorithm, and show that, unless $$\text {P}= \text {NP}$$ , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 2. For the two problems for minimizing the total completion time, we present strong NP-hardness proof, provide a simple heuristic algorithm, and show that, unless $$\text {P}= \text {NP}$$ , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 4/3. Moreover, by relaxing the maximum allowable time disruptions of the original jobs, we present a super-optimal dual-approximation polynomial-time algorithm. As a consequence, if the maximum allowable time disruption of each original job is at least its processing time, then the two problems for minimizing the total completion time are solvable in polynomial time. Finally, we show that, under the agreeability assumption (i.e., the nondecreasing order of the maximum allowable time disruptions of the original jobs coincides with their scheduling order in the pre-schedule), the four problems in consideration are solvable in polynomial time."/> <meta name="prism.issn" content="1614-2411"/> <meta name="prism.publicationName" content="4OR"/> <meta name="prism.publicationDate" content="2016-02-26"/> <meta name="prism.volume" content="14"/> <meta name="prism.number" content="3"/> <meta name="prism.section" content="OriginalPaper"/> <meta name="prism.startingPage" content="261"/> <meta name="prism.endingPage" content="280"/> <meta name="prism.copyright" content="2016 Springer-Verlag Berlin Heidelberg"/> <meta name="prism.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="prism.url" content="https://link.springer.com/article/10.1007/s10288-016-0308-0"/> <meta name="prism.doi" content="doi:10.1007/s10288-016-0308-0"/> <meta name="citation_pdf_url" content="https://link.springer.com/content/pdf/10.1007/s10288-016-0308-0.pdf"/> <meta name="citation_fulltext_html_url" content="https://link.springer.com/article/10.1007/s10288-016-0308-0"/> <meta name="citation_journal_title" content="4OR"/> <meta name="citation_journal_abbrev" content="4OR-Q J Oper Res"/> <meta name="citation_publisher" content="Springer Berlin Heidelberg"/> <meta name="citation_issn" content="1614-2411"/> <meta name="citation_title" content="Rescheduling with new orders and general maximum allowable time disruptions"/> <meta name="citation_volume" content="14"/> <meta name="citation_issue" content="3"/> <meta name="citation_publication_date" content="2016/09"/> <meta name="citation_online_date" content="2016/02/26"/> <meta name="citation_firstpage" content="261"/> <meta name="citation_lastpage" content="280"/> <meta name="citation_article_type" content="Research paper"/> <meta name="citation_language" content="en"/> <meta name="dc.identifier" content="doi:10.1007/s10288-016-0308-0"/> <meta name="DOI" content="10.1007/s10288-016-0308-0"/> <meta name="size" content="1253092"/> <meta name="citation_doi" content="10.1007/s10288-016-0308-0"/> <meta name="citation_springer_api_url" content="http://api.springer.com/xmldata/jats?q=doi:10.1007/s10288-016-0308-0&api_key="/> <meta name="description" content="We study the rescheduling with new orders on a single machine under the general maximum allowable time disruptions. Under the restriction of general maximu"/> <meta name="dc.creator" content="Zhao, Qiulan"/> <meta name="dc.creator" content="Lu, Lingfa"/> <meta name="dc.creator" content="Yuan, Jinjiang"/> <meta name="dc.subject" content="Operations Research/Decision Theory"/> <meta name="dc.subject" content="Optimization"/> <meta name="dc.subject" content="Industrial and Production Engineering"/> <meta name="citation_reference" content="citation_journal_title=Comput Oper Res; citation_title=Improving schedule stability in single-machine rescheduling for new operation insertion; citation_author=C Akkan; citation_volume=64; citation_publication_date=2015; citation_pages=198-209; citation_doi=10.1016/j.cor.2015.05.015; citation_id=CR1"/> <meta name="citation_reference" content="citation_journal_title=Eur J Oper Res; citation_title=Executing production schedules in the face of uncertainties: a review and some future direction; citation_author=H Aytug, MA Lawley, K McKay, S Mohan, R Uzsoy; citation_volume=161; citation_publication_date=2005; citation_pages=86-110; citation_doi=10.1016/j.ejor.2003.08.027; citation_id=CR2"/> <meta name="citation_reference" content="citation_journal_title=Int J Comput Integr Manuf; citation_title=Analysis of periodic and event-driven rescheduling policies in dynamic shops; citation_author=LK Church, R Uzsoy; citation_volume=5; citation_publication_date=1992; citation_pages=153-163; citation_doi=10.1080/09511929208944524; citation_id=CR3"/> <meta name="citation_reference" content="citation_journal_title=J Oper Res Soc China; citation_title=Pareto minimizing total completion time and maximum cost with positional due indices; citation_author=Y Gao, JJ Yuan; citation_volume=3; citation_publication_date=2015; citation_pages=381-387; citation_doi=10.1007/s40305-015-0083-1; citation_id=CR4"/> <meta name="citation_reference" content="citation_title=Computers and intractability: a guide to the theory of NP-completeness; citation_publication_date=1979; citation_id=CR5; citation_author=MR Garey; citation_author=DS Johnson; citation_publisher=Freeman"/> <meta name="citation_reference" content="citation_journal_title=Ann Discrete Math; citation_title=Optimization and approximation in deterministic sequencing and scheduling: a survey; citation_author=RL Graham, EL Lawler, JK Lenstra, AHG Rinnooy Kan; citation_volume=5; citation_publication_date=1979; citation_pages=287-326; citation_doi=10.1016/S0167-5060(08)70356-X; citation_id=CR6"/> <meta name="citation_reference" content="citation_journal_title=Oper Res; citation_title=Rescheduling for new orders; citation_author=NG Hall, CN Potts; citation_volume=52; citation_publication_date=2004; citation_pages=440-453; citation_doi=10.1287/opre.1030.0101; citation_id=CR7"/> <meta name="citation_reference" content="citation_journal_title=INFORMS J Comput; citation_title=Rescheduling for multiple new orders; citation_author=NG Hall, ZX Liu, CN Potts; citation_volume=19; citation_publication_date=2007; citation_pages=633-645; citation_doi=10.1287/ijoc.1060.0209; citation_id=CR8"/> <meta name="citation_reference" content="citation_journal_title=Eur J Oper Res; citation_title=Rescheduling for new orders on a single machine with setup times; citation_author=H Hoogeveen, C Lenté, V T’kindt; citation_volume=223; citation_publication_date=2012; citation_pages=40-46; citation_doi=10.1016/j.ejor.2012.05.046; citation_id=CR9"/> <meta name="citation_reference" content="Jackson JR (1955) Scheduling a production line to minimize maximum tardiness. 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Asia-Pac J Oper Res (accepted)"/> <meta name="citation_author" content="Zhao, Qiulan"/> <meta name="citation_author_institution" content="School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China"/> <meta name="citation_author" content="Lu, Lingfa"/> <meta name="citation_author_institution" content="School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China"/> <meta name="citation_author" content="Yuan, Jinjiang"/> <meta name="citation_author_email" content="yuanjj@zzu.edu.cn"/> <meta name="citation_author_institution" content="School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China"/> <meta name="format-detection" content="telephone=no"/> <meta name="citation_cover_date" content="2016/09/01"/> <meta property="og:url" content="https://link.springer.com/article/10.1007/s10288-016-0308-0"/> <meta property="og:type" content="article"/> <meta property="og:site_name" content="SpringerLink"/> <meta property="og:title" content="Rescheduling with new orders and general maximum allowable time disruptions - 4OR"/> <meta property="og:description" content="We study the rescheduling with new orders on a single machine under the general maximum allowable time disruptions. Under the restriction of general maximum allowable time disruptions, each original job has an upper bound for its time disruption (regarded as the maximum allowable time disruption of the job), or equivalently, in every feasible schedule, the difference of the completion time of each original job compared to that in the pre-schedule does not exceed its maximum allowable time disruption. We also consider a stronger restriction which additionally requires that, in a feasible schedule, the starting time of each original job is not allowed to be scheduled smaller than that in the pre-schedule. Scheduling objectives to be minimized are the maximum lateness and the total completion time, respectively, and the pre-schedules of original jobs are given by EDD-schedule and SPT-schedule, respectively. Then we have four problems for consideration. For the two problems for minimizing the maximum lateness, we present strong NP-hardness proof, provide a simple 2-approximation polynomial-time algorithm, and show that, unless $$\text {P}= \text {NP}$$ P = NP , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 2. For the two problems for minimizing the total completion time, we present strong NP-hardness proof, provide a simple heuristic algorithm, and show that, unless $$\text {P}= \text {NP}$$ P = NP , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 4/3. Moreover, by relaxing the maximum allowable time disruptions of the original jobs, we present a super-optimal dual-approximation polynomial-time algorithm. As a consequence, if the maximum allowable time disruption of each original job is at least its processing time, then the two problems for minimizing the total completion time are solvable in polynomial time. Finally, we show that, under the agreeability assumption (i.e., the nondecreasing order of the maximum allowable time disruptions of the original jobs coincides with their scheduling order in the pre-schedule), the four problems in consideration are solvable in polynomial time."/> <meta property="og:image" content="https://media.springernature.com/full/springer-static/cover-hires/journal/10288"/> <meta name="format-detection" content="telephone=no"> <link rel="apple-touch-icon" sizes="180x180" href=/oscar-static/img/favicons/darwin/apple-touch-icon-92e819bf8a.png> <link rel="icon" type="image/png" sizes="192x192" href=/oscar-static/img/favicons/darwin/android-chrome-192x192-6f081ca7e5.png> <link rel="icon" type="image/png" sizes="32x32" href=/oscar-static/img/favicons/darwin/favicon-32x32-1435da3e82.png> <link rel="icon" type="image/png" sizes="16x16" href=/oscar-static/img/favicons/darwin/favicon-16x16-ed57f42bd2.png> <link rel="shortcut icon" data-test="shortcut-icon" 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Under the restriction of general maximum allowable time disruptions, each original job has an upper bound for its time disruption (regarded as the maximum allowable time disruption of the job), or equivalently, in every feasible schedule, the difference of the completion time of each original job compared to that in the pre-schedule does not exceed its maximum allowable time disruption. We also consider a stronger restriction which additionally requires that, in a feasible schedule, the starting time of each original job is not allowed to be scheduled smaller than that in the pre-schedule. Scheduling objectives to be minimized are the maximum lateness and the total completion time, respectively, and the pre-schedules of original jobs are given by EDD-schedule and SPT-schedule, respectively. Then we have four problems for consideration. For the two problems for minimizing the maximum lateness, we present strong NP-hardness proof, provide a simple 2-approximation polynomial-time algorithm, and show that, unless \n \n \n \n $$\\text {P}= \\text {NP}$$\n \n \n \n , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 2. For the two problems for minimizing the total completion time, we present strong NP-hardness proof, provide a simple heuristic algorithm, and show that, unless \n \n \n \n $$\\text {P}= \\text {NP}$$\n \n \n \n , the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 4/3. Moreover, by relaxing the maximum allowable time disruptions of the original jobs, we present a super-optimal dual-approximation polynomial-time algorithm. As a consequence, if the maximum allowable time disruption of each original job is at least its processing time, then the two problems for minimizing the total completion time are solvable in polynomial time. Finally, we show that, under the agreeability assumption (i.e., the nondecreasing order of the maximum allowable time disruptions of the original jobs coincides with their scheduling order in the pre-schedule), the four problems in consideration are solvable in polynomial time.","datePublished":"2016-02-26T00:00:00Z","dateModified":"2016-02-26T00:00:00Z","pageStart":"261","pageEnd":"280","sameAs":"https://doi.org/10.1007/s10288-016-0308-0","keywords":["Rescheduling","Time disruption","Maximum lateness ","Total completion time","90B35","Operations Research/Decision Theory","Optimization","Industrial and Production Engineering"],"image":[],"isPartOf":{"name":"4OR","issn":["1614-2411","1619-4500"],"volumeNumber":"14","@type":["Periodical","PublicationVolume"]},"publisher":{"name":"Springer Berlin Heidelberg","logo":{"url":"https://www.springernature.com/app-sn/public/images/logo-springernature.png","@type":"ImageObject"},"@type":"Organization"},"author":[{"name":"Qiulan Zhao","affiliation":[{"name":"Zhengzhou University","address":{"name":"School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"},{"name":"Lingfa Lu","affiliation":[{"name":"Zhengzhou University","address":{"name":"School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"},{"name":"Jinjiang Yuan","affiliation":[{"name":"Zhengzhou University","address":{"name":"School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, People’s Republic of China","@type":"PostalAddress"},"@type":"Organization"}],"email":"yuanjj@zzu.edu.cn","@type":"Person"}],"isAccessibleForFree":false,"hasPart":{"isAccessibleForFree":false,"cssSelector":".main-content","@type":"WebPageElement"},"@type":"ScholarlyArticle"},"@context":"https://schema.org","@type":"WebPage"}</script> </head> <body 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</div> </div> </div> </section> <div class="c-article-main u-container u-mt-24 u-mb-32 l-with-sidebar" id="main-content" data-component="article-container"> <main class="u-serif js-main-column" data-track-component="article body"> <div class="c-article-header"> <header> <ul class="c-article-author-list c-article-author-list--short" data-test="authors-list" data-component-authors-activator="authors-list"><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Qiulan-Zhao-Aff1" data-author-popup="auth-Qiulan-Zhao-Aff1" data-author-search="Zhao, Qiulan">Qiulan Zhao</a><sup class="u-js-hide"><a href="#Aff1">1</a></sup>, </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Lingfa-Lu-Aff1" data-author-popup="auth-Lingfa-Lu-Aff1" data-author-search="Lu, Lingfa">Lingfa Lu</a><sup class="u-js-hide"><a href="#Aff1">1</a></sup> & </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Jinjiang-Yuan-Aff1" data-author-popup="auth-Jinjiang-Yuan-Aff1" data-author-search="Yuan, Jinjiang" data-corresp-id="c1">Jinjiang Yuan<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><sup class="u-js-hide"><a href="#Aff1">1</a></sup> </li></ul> <div data-test="article-metrics"> <ul class="app-article-metrics-bar u-list-reset"> <li class="app-article-metrics-bar__item"> <p class="app-article-metrics-bar__count"><svg class="u-icon app-article-metrics-bar__icon" width="24" height="24" aria-hidden="true" focusable="false"> <use xlink:href="#icon-eds-i-accesses-medium"></use> </svg>499 <span class="app-article-metrics-bar__label">Accesses</span></p> </li> <li class="app-article-metrics-bar__item app-article-metrics-bar__item--metrics"> <p class="app-article-metrics-bar__details"><a href="/article/10.1007/s10288-016-0308-0/metrics" data-track="click" data-track-action="view metrics" data-track-label="link" rel="nofollow">Explore all metrics <svg class="u-icon app-article-metrics-bar__arrow-icon" width="24" height="24" aria-hidden="true" focusable="false"> <use xlink:href="#icon-eds-i-arrow-right-medium"></use> </svg></a></p> </li> </ul> </div> <div class="u-mt-32"> </div> </header> </div> <div data-article-body="true" data-track-component="article body" class="c-article-body"> <section aria-labelledby="Abs1" data-title="Abstract" lang="en"><div class="c-article-section" id="Abs1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Abs1">Abstract</h2><div class="c-article-section__content" id="Abs1-content"><p>We study the rescheduling with new orders on a single machine under the general maximum allowable time disruptions. Under the restriction of general maximum allowable time disruptions, each original job has an upper bound for its time disruption (regarded as the maximum allowable time disruption of the job), or equivalently, in every feasible schedule, the difference of the completion time of each original job compared to that in the pre-schedule does not exceed its maximum allowable time disruption. We also consider a stronger restriction which additionally requires that, in a feasible schedule, the starting time of each original job is not allowed to be scheduled smaller than that in the pre-schedule. Scheduling objectives to be minimized are the maximum lateness and the total completion time, respectively, and the pre-schedules of original jobs are given by EDD-schedule and SPT-schedule, respectively. Then we have four problems for consideration. For the two problems for minimizing the maximum lateness, we present strong NP-hardness proof, provide a simple 2-approximation polynomial-time algorithm, and show that, unless <span class="mathjax-tex">\(\text {P}= \text {NP}\)</span>, the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 2. For the two problems for minimizing the total completion time, we present strong NP-hardness proof, provide a simple heuristic algorithm, and show that, unless <span class="mathjax-tex">\(\text {P}= \text {NP}\)</span>, the two problems cannot have an approximation polynomial-time algorithm with a performance ratio less than 4/3. Moreover, by relaxing the maximum allowable time disruptions of the original jobs, we present a super-optimal dual-approximation polynomial-time algorithm. As a consequence, if the maximum allowable time disruption of each original job is at least its processing time, then the two problems for minimizing the total completion time are solvable in polynomial time. Finally, we show that, under the agreeability assumption (i.e., the nondecreasing order of the maximum allowable time disruptions of the original jobs coincides with their scheduling order in the pre-schedule), the four problems in consideration are solvable in polynomial time.</p></div></div></section> <div class="c-notes"> <p class="c-notes__text c-status-message--info"> <svg width="24" height="24" focusable="false" role="img" aria-hidden="true" class="c-status-message__icon"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-info-filled-medium"></use> </svg> This is a preview of subscription content, <a id="test-login-banner-link" href="//wayf.springernature.com?redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10288-016-0308-0%3Ferror%3Dcookies_not_supported%26code%3D67df304e-24ee-4cf6-895a-ecc1e1db6947" data-track="click" data-track-action="login" data-track-label="link" class="c-preview-message__link">log in via an institution</a> <svg 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Asia-Pac J Oper Res (accepted)</p></li></ul><p class="c-article-references__download u-hide-print"><a data-track="click" data-track-action="download citation references" data-track-label="link" rel="nofollow" href="https://citation-needed.springer.com/v2/references/10.1007/s10288-016-0308-0?format=refman&flavour=references">Download references<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-download-medium"></use></svg></a></p></div></div></div></section></div><section data-title="Acknowledgments"><div class="c-article-section" id="Ack1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Ack1">Acknowledgments</h2><div class="c-article-section__content" id="Ack1-content"><p>We would like to thank the associate editor and two anonymous referees for their constructive comments and kind suggestions. This research was supported by NSFC (11271338), NSFC (11301528), NSFC (U1504103), and NSF-Henan (15IRTSTHN006).</p></div></div></section><section aria-labelledby="author-information" data-title="Author information"><div class="c-article-section" id="author-information-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="author-information">Author information</h2><div class="c-article-section__content" id="author-information-content"><h3 class="c-article__sub-heading" id="affiliations">Authors and Affiliations</h3><ol class="c-article-author-affiliation__list"><li id="Aff1"><p class="c-article-author-affiliation__address">School of Mathematics and Statistics, Zhengzhou University, Zhengzhou, 450001, Henan, People’s Republic of China</p><p class="c-article-author-affiliation__authors-list">Qiulan Zhao, Lingfa Lu & Jinjiang Yuan</p></li></ol><div class="u-js-hide u-hide-print" data-test="author-info"><span class="c-article__sub-heading">Authors</span><ol class="c-article-authors-search u-list-reset"><li id="auth-Qiulan-Zhao-Aff1"><span class="c-article-authors-search__title u-h3 js-search-name">Qiulan Zhao</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?sortBy=newestFirst&dc.creator=Qiulan%20Zhao" class="c-article-button" data-track="click" data-track-action="author link - 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publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text"><span class="c-article-authors-search__links-text">You can also search for this author in</span><span class="c-article-identifiers"><a class="c-article-identifiers__item" href="https://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Lingfa%20Lu" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="https://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Lingfa%20Lu%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Jinjiang-Yuan-Aff1"><span class="c-article-authors-search__title u-h3 js-search-name">Jinjiang Yuan</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?sortBy=newestFirst&dc.creator=Jinjiang%20Yuan" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text"><span class="c-article-authors-search__links-text">You can also search for this author in</span><span class="c-article-identifiers"><a class="c-article-identifiers__item" href="https://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Jinjiang%20Yuan" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="https://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Jinjiang%20Yuan%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li></ol></div><h3 class="c-article__sub-heading" id="corresponding-author">Corresponding author</h3><p id="corresponding-author-list">Correspondence to <a id="corresp-c1" href="mailto:yuanjj@zzu.edu.cn">Jinjiang Yuan</a>.</p></div></div></section><section data-title="Ethics declarations"><div class="c-article-section" id="ethics-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="ethics">Ethics declarations</h2><div class="c-article-section__content" id="ethics-content"> <h3 class="c-article__sub-heading" id="FPar19">Conflicts of interest</h3> <p>The authors declare that there is no conflict of interests regarding the publication of this paper.</p> </div></div></section><section aria-labelledby="appendices"><div class="c-article-section" id="appendices-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="appendices">Appendix: \(\sum C_j\)-minimization under (R1) and (R\(^*\)1)</h2><div class="c-article-section__content" id="appendices-content"><h3 class="c-article__sub-heading u-visually-hidden" id="App1">Appendix: <span class="mathjax-tex">\(\sum C_j\)</span>-minimization under (R1) and (R<span class="mathjax-tex">\(^*\)</span>1)</h3><p>The <i>due-index constraint</i> in scheduling was first introduced in Zhao and Yuan (<a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2007" title="Zhao QL, Yuan JJ (2007) Rescheduling to minimize the maximum lateness under the sequence disruption of original jobs. Asia-Pac J Oper Res (accepted)" href="/article/10.1007/s10288-016-0308-0#ref-CR31" id="ref-link-section-d15914119e41781">2007</a>). Under the due-index constraint, each job <span class="mathjax-tex">\(J_j\)</span> is assigned an index <span class="mathjax-tex">\(k_j\in \{1, 2, \ldots , n\}\)</span>, called the <i>positional due index</i> of <span class="mathjax-tex">\(J_j\)</span>. A schedule is feasible under the due-index constraint if <span class="mathjax-tex">\(\sigma ^{-1}(j) \le k_j\)</span> for all job <span class="mathjax-tex">\(J_j\in {\mathcal {J}}\)</span>, that is, each job <span class="mathjax-tex">\(J_j\)</span> must be scheduled in a position with index in <span class="mathjax-tex">\(\{1, 2, \ldots , k_j\}\)</span>. Then <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k_j| \sum C_j\)</span> is used to denote the scheduling problem for minimizing the total completion time under the due-index constraint.</p><p> Gao and Yuan (<a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2015" title="Gao Y, Yuan JJ (2015) Pareto minimizing total completion time and maximum cost with positional due indices. J Oper Res Soc China 3:381–387" href="/article/10.1007/s10288-016-0308-0#ref-CR4" id="ref-link-section-d15914119e42124">2015</a>) presented an <span class="mathjax-tex">\(O(n^2)\)</span>-time algorithm for the bi-criteria scheduling problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k_j| \sum C_j: f_{\max }\le Q\)</span>, where <span class="mathjax-tex">\(f_{\max }\)</span> is an arbitrary nondecreasing max-form scheduling objective function. By setting <span class="mathjax-tex">\(Q= +\infty \)</span>, Gao and Yuan’s algorithm also solves problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k_j| \sum C_j\)</span> in <span class="mathjax-tex">\(O(n^2)\)</span> time. We next show that the time complexity can be reduced to <span class="mathjax-tex">\(O(n\log n)\)</span>.</p><p>A modification of Gao and Yuan’s algorithm for problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k_j| \sum C_j\)</span> on the job set <span class="mathjax-tex">\({\mathcal {J}}=\{J_1, J_2, \ldots , J_n\}\)</span>, which we call <i>Index-SPT</i>, can be stated as follows.</p><p> <i>Index-SPT</i> Beginning from the <i>n</i>th position (i.e., the last position), schedule the jobs backwardly. In every iteration, we keep a list <span class="mathjax-tex">\({\mathcal {L}}\)</span> to store the available jobs (subject to the due-index constraint) in the SPT order and break ties by the increasing order of their indices. Then the last job in <span class="mathjax-tex">\({\mathcal {L}}\)</span> (which must be a available job with the maximum processing time) is scheduled as the last job.</p><p>Optimality of algorithm Index-SPT is guaranteed by the discussion in Gao and Yuan (<a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2015" title="Gao Y, Yuan JJ (2015) Pareto minimizing total completion time and maximum cost with positional due indices. J Oper Res Soc China 3:381–387" href="/article/10.1007/s10288-016-0308-0#ref-CR4" id="ref-link-section-d15914119e42651">2015</a>). Moreover, the <span class="mathjax-tex">\(O(n\log n)\)</span>-time complexity of Index-SPT can be proved by a same discussion as that for algorithm Dual-Relaxing-SPT in Sect. <a data-track="click" data-track-label="link" data-track-action="section anchor" href="/article/10.1007/s10288-016-0308-0#Sec4">2.2</a>. Then Index-SPT solves problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k_j| \sum C_j\)</span> in <span class="mathjax-tex">\(O(n\log n)\)</span>-time.</p><p>Now we consider the two rescheduling problems <span class="mathjax-tex">\(1|\text {(R1)}|\sum C_j\)</span> and <span class="mathjax-tex">\(1|(\hbox {R}^*1)|\sum C_j\)</span>. We define the positional due index <span class="mathjax-tex">\(k'_j\)</span> of each job <span class="mathjax-tex">\(J_j\in {\mathcal {J}}= {\mathcal {J}}_O\cup {\mathcal {J}}_N\)</span> by the following way:</p><div id="Equ7" class="c-article-equation"><div class="c-article-equation__content"><span class="mathjax-tex">$$\begin{aligned} k'_j =\left\{ \begin{array}{ll} j+k_j, &{}\text {if }J_j\in {\mathcal {J}}_O,\\ n,&{}\text {if }J_j\in {\mathcal {J}}_N.\end{array}\right. \end{aligned}$$</span></div><div class="c-article-equation__number"> (7) </div></div><p>We will show that the schedule, denoted by <span class="mathjax-tex">\(\sigma \)</span>, obtained by algorithm Index-SPT for problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k'_j| \sum C_j\)</span> on the job set <span class="mathjax-tex">\({\mathcal {J}}= {\mathcal {J}}_O\cup {\mathcal {J}}_N\)</span> is optimal for both problems <span class="mathjax-tex">\(1|\text {(R1)}|\sum C_j\)</span> and <span class="mathjax-tex">\(1|(\hbox {R}^*1)|\sum C_j\)</span>. As a consequence, the two problems are simultaneously solved by algorithm Index-SPT for problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k'_j| \sum C_j\)</span> in <span class="mathjax-tex">\(O(n\log n)\)</span> time.</p><p>To this end, note that (R1) is a relaxation of <span class="mathjax-tex">\((\hbox {R}^*1)\)</span> and, from (<a data-track="click" data-track-label="link" data-track-action="equation anchor" href="/article/10.1007/s10288-016-0308-0#Equ7">7</a>), <span class="mathjax-tex">\((\hbox {R}^*1)\)</span> is equivalent to the restriction “<span class="mathjax-tex">\(\sigma ^{-1}(j) \le k'_j\)</span> for all <span class="mathjax-tex">\(J_j\in {\mathcal {J}}\)</span> and <span class="mathjax-tex">\(\sigma ^{-1}(j) \ge j\)</span> for all <span class="mathjax-tex">\(J_j\in {\mathcal {J}}_O\)</span>”. Then we only need to show that, for the scheduled <span class="mathjax-tex">\(\sigma \)</span> obtained by algorithm Index-SPT for problem <span class="mathjax-tex">\(1|\sigma ^{-1}(j) \le k'_j| \sum C_j\)</span>, we have</p><div id="Equ8" class="c-article-equation"><div class="c-article-equation__content"><span class="mathjax-tex">$$\begin{aligned} \sigma ^{-1}(j) \ge j \text { for all } J_j\in {\mathcal {J}}_O. \end{aligned}$$</span></div><div class="c-article-equation__number"> (8) </div></div><p>The following proof is similar to but simpler than the proof of (<a data-track="click" data-track-label="link" data-track-action="equation anchor" href="/article/10.1007/s10288-016-0308-0#Equ6">6</a>).</p><p>Suppose to the contrary that the statement in (<a data-track="click" data-track-label="link" data-track-action="equation anchor" href="/article/10.1007/s10288-016-0308-0#Equ8">8</a>) is violated. Let <span class="mathjax-tex">\(j\in \{1, 2, \ldots , n_O\}\)</span> be the maximum index of original jobs such that <span class="mathjax-tex">\(\sigma ^{-1}(j) < j\)</span>. Then some original job <span class="mathjax-tex">\(J_i\in {\mathcal {J}}_O\)</span> with <span class="mathjax-tex">\(i<j\)</span> is scheduled after <span class="mathjax-tex">\(J_j\)</span> in <span class="mathjax-tex">\(\sigma \)</span>. This means that <span class="mathjax-tex">\(p_i\le p_j\)</span>. Let <span class="mathjax-tex">\(J_x\)</span> be the job scheduled directly after <span class="mathjax-tex">\(J_j\)</span> in <span class="mathjax-tex">\(\sigma \)</span>. Since <span class="mathjax-tex">\(k'_j=j+k_j\ge j \ge \sigma ^{-1}(x)\)</span>, at position <span class="mathjax-tex">\(\sigma ^{-1}(x)\)</span>, both <span class="mathjax-tex">\(J_j\)</span> and <span class="mathjax-tex">\(J_x\)</span> are available. Then the scheduling strategy of Index-SPT at position <span class="mathjax-tex">\(\sigma ^{-1}(x)\)</span> implies that <span class="mathjax-tex">\(x>j\)</span> and <span class="mathjax-tex">\(p_x\ge p_j\)</span>.</p><p>If <span class="mathjax-tex">\(J_x\in {\mathcal {J}}_N\)</span>, then <span class="mathjax-tex">\(x>i\)</span> and <span class="mathjax-tex">\(J_x \prec _{\sigma } J_i\)</span>. From the scheduling strategy of Index-SPT at position <span class="mathjax-tex">\(\sigma ^{-1}(i)\)</span>, we have <span class="mathjax-tex">\(p_x < p_i\)</span> and so <span class="mathjax-tex">\(p_x< p_j\)</span>, contradicting the fact that <span class="mathjax-tex">\(p_x\ge p_j\)</span>.</p><p>If <span class="mathjax-tex">\(J_x\in {\mathcal {J}}_O\)</span>, since <span class="mathjax-tex">\(x>j\)</span>, we have <span class="mathjax-tex">\(\sigma ^{-1}(x)=\sigma ^{-1}(j) +1 \le j <x\)</span>. This contradicts our assumption that <i>j</i> is the maximum index of the original jobs such that <span class="mathjax-tex">\(\sigma ^{-1}(j) < j\)</span>. This completes the discussion.</p></div></div></section><section data-title="Rights and permissions"><div class="c-article-section" id="rightslink-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="rightslink">Rights and permissions</h2><div class="c-article-section__content" id="rightslink-content"><p class="c-article-rights"><a data-track="click" data-track-action="view rights and permissions" data-track-label="link" href="https://s100.copyright.com/AppDispatchServlet?title=Rescheduling%20with%20new%20orders%20and%20general%20maximum%20allowable%20time%20disruptions&author=Qiulan%20Zhao%20et%20al&contentID=10.1007%2Fs10288-016-0308-0&copyright=Springer-Verlag%20Berlin%20Heidelberg&publication=1619-4500&publicationDate=2016-02-26&publisherName=SpringerNature&orderBeanReset=true">Reprints and permissions</a></p></div></div></section><section aria-labelledby="article-info" data-title="About this article"><div class="c-article-section" id="article-info-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="article-info">About this article</h2><div class="c-article-section__content" id="article-info-content"><div class="c-bibliographic-information"><div class="u-hide-print c-bibliographic-information__column c-bibliographic-information__column--border"><a data-crossmark="10.1007/s10288-016-0308-0" target="_blank" rel="noopener" href="https://crossmark.crossref.org/dialog/?doi=10.1007/s10288-016-0308-0" data-track="click" data-track-action="Click Crossmark" data-track-label="link" data-test="crossmark"><img loading="lazy" width="57" height="81" alt="Check for updates. 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id="citeas">Cite this article</h3><p class="c-bibliographic-information__citation">Zhao, Q., Lu, L. & Yuan, J. Rescheduling with new orders and general maximum allowable time disruptions. <i>4OR-Q J Oper Res</i> <b>14</b>, 261–280 (2016). https://doi.org/10.1007/s10288-016-0308-0</p><p class="c-bibliographic-information__download-citation u-hide-print"><a data-test="citation-link" data-track="click" data-track-action="download article citation" data-track-label="link" data-track-external="" rel="nofollow" href="https://citation-needed.springer.com/v2/references/10.1007/s10288-016-0308-0?format=refman&flavour=citation">Download citation<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-download-medium"></use></svg></a></p><ul class="c-bibliographic-information__list" data-test="publication-history"><li class="c-bibliographic-information__list-item"><p>Received<span class="u-hide">: </span><span class="c-bibliographic-information__value"><time datetime="2015-06-21">21 June 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