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检索条件"主题词=analysis of algorithms: computational complexity"
8 条 记 录,以下是1-10 订阅
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement
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INFORMS JOURNAL ON COMPUTING 2024年 第1期36卷 1-304, C2页
作者: Li, Tianyi Dahleh, Munther A. CUHK Business Sch Dept Decis Operat & Technol Shatin Hong Kong Peoples R China MIT Inst Data Syst & Soc Cambridge MA 02142 USA
Model calibration is challenging for large-scale system models with a great number of variables. Existing approaches to partitioning system models and prioritizing data acquisition rely on heuristics rather than forma... 详细信息
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Online Mixed-Integer Optimization in Milliseconds
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INFORMS JOURNAL ON COMPUTING 2022年 第4期34卷 2229-2248页
作者: Bertsimas, Dimitris Stellato, Bartolomeo MIT Operat Res Ctr Cambridge MA 02139 USA MIT Sloan Sch Management Cambridge MA 02139 USA Princeton Univ Dept Operat Res & Financial Engn Princeton NJ 08544 USA
We propose a method to approximate the solution of online mixed-integer optimization (MIO) problems at very high speed using machine learning. By exploiting the repetitive nature of online optimization, we can greatly... 详细信息
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Application of Submodular Optimization to Single Machine Scheduling with Controllable Processing Times Subject to Release Dates and Deadlines
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INFORMS JOURNAL ON COMPUTING 2016年 第1期28卷 148-161页
作者: Shioura, Akiyoshi Shakhlevich, Natalia V. Strusevich, Vitaly A. Tohoku Univ Grad Sch Informat Sci Sendai Miyagi 9808579 Japan Univ Leeds Sch Comp Leeds LS2 9JT W Yorkshire England Univ Greenwich Dept Math Sci London SE10 9LS England
In this paper, we study a scheduling problem on a single machine, provided that the jobs have individual release dates and deadlines, and the processing times are controllable. The objective is to find a feasible sche... 详细信息
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A Column Generation Algorithm for Choice-Based Network Revenue Management
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OPERATIONS RESEARCH 2009年 第3期57卷 769-784页
作者: Miranda Bront, Juan Jose Mendez-Diaz, Isabel Vulcano, Gustavo Univ Buenos Aires Fac Ciencias Exactas & Nat Dept Computac Buenos Aires DF Argentina NYU Stern Sch Business Dept Informat Operat & Management Sci New York NY 10012 USA
During the past few years, there has been a trend to enrich traditional revenue management models built upon the independent demand paradigm by accounting for customer choice behavior. This extension involves both mod... 详细信息
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Multilevel Monte Carlo path simulation
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OPERATIONS RESEARCH 2008年 第3期56卷 607-617页
作者: Giles, Michael B. Univ Oxford Math Inst Oxford OX1 3LB England Oxford Man Inst Quantitat Finance Oxford OX1 3LB England
We show that multigrid ideas can be used to reduce the computational complexity of estimating an expected value arising from a stochastic differential equation using Monte Carlo path simulations. In the simplest case ... 详细信息
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An analysis of Pediatric Vaccine Formulary Selection Problems
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OPERATIONS RESEARCH 2008年 第6期56卷 1348-1365页
作者: Hall, Shane N. Jacobson, Sheldon H. Sewell, Edward C. USAF Inst Technol Dept Operat Sci Wright Patterson AFB OH 45433 USA Univ Illinois Dept Comp Sci Simulat & Optimizat Lab Urbana IL 61801 USA So Illinois Univ Dept Math & Stat Edwardsville IL 62026 USA
Vaccination against infectious disease is hailed as one of the great achievements in public health. However, the United States Recommended Childhood Immunization Schedule is becoming increasingly complex as it is expa... 详细信息
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HEURISTIC AND SPECIAL CASE algorithms FOR DISPERSION PROBLEMS
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OPERATIONS RESEARCH 1994年 第2期42卷 299-310页
作者: RAVI, SS ROSENKRANTZ, DJ TAYI, GK SUNY ALBANY FAC COMP SCI ALBANY NY 12222 USA
The dispersion problem arises in selecting facilities to maximize som, function of the distances between the facilities. The problem also arises in selecting nondominated solutions for multiobjective decision making. ... 详细信息
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computational-complexity OF SOME MAXIMUM AVERAGE WEIGHT PROBLEMS WITH PRECEDENCE CONSTRAINTS
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OPERATIONS RESEARCH 1994年 第4期42卷 688-693页
作者: FAIGLE, U KERN, W UNIV TWENTE ENSCHEDENETHERLANDS
Maximum average weight ideal problems in ordered sets arise from modeling variants of the investment problem and, in particular, learning problems in the context of concepts with tree-structured attributes in artifici... 详细信息
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