Search Results - "Hill, Raymond R"
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1
Forecasting country conflict using statistical learning methods
Published in Journal of defense analytics and logistics (22-06-2022)“…Purpose>This paper aims to examine whether changing the clustering of countries within a United States Combatant Command (COCOM) area of responsibility…”
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Lightning forecast from chaotic and incomplete time series using wavelet de-noising and spatiotemporal kriging
Published in Journal of Defense Analytics and Logistics (16-11-2023)“…PurposePresent a method to impute missing data from a chaotic time series, in this case lightning prediction data, and then use that completed dataset to…”
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3
Analysis of the effects of spatiotemporal demand data aggregation methods on distance and volume errors
Published in Journal of defense analytics and logistics (11-08-2021)“…PurposeLarge/stochastic spatiotemporal demand data sets can prove intractable for location optimization problems, motivating the need for aggregation. However,…”
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Comparing greedy constructive heuristic subtour elimination methods for the traveling salesman problem
Published in Journal of defense analytics and logistics (11-12-2020)“…PurposeThis paper aims to define the class of fragment constructive heuristics used to compute feasible solutions for the traveling salesman problem (TSP) into…”
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Editorial: Welcome to the Journal of Defense Analytics and Logistics
Published in Journal of defense analytics and logistics (03-07-2017)Get full text
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6
Back in business: operations research in support of big data analytics for operations and supply chain management
Published in Annals of operations research (01-11-2018)“…Few topics have generated more discourse in recent years than big data analytics. Given their knowledge of analytical and mathematical methods, operations…”
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7
Wavelet analysis of variance box plot
Published in Journal of applied statistics (26-10-2022)“…Functional box plots satisfy two needs; visualization of functional data, and the calculation of important box plot statistics. Data visualization illuminates…”
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Forecasting US Army enlistment contract production in complex geographical marketing areas
Published in Journal of defense analytics and logistics (03-07-2017)“…PurposeThe purpose of this paper is to demonstrate an improved method for forecasting the US Army recruiting.Design/methodology/approachTime series methods,…”
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Predicting success in United States Air Force pilot training using machine learning techniques
Published in Socio-economic planning sciences (01-02-2022)“…The chronic pilot shortage that has plagued the United States Air Force over the past three years poses a national-level problem that senior military members…”
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A bilevel exposure-oriented sensor location problem for border security
Published in Computers & operations research (01-10-2018)“…•We present an application of Wireless Sensor Networks for border security.•We develop a bilevel optimization model and solve its single-level…”
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A multi-objective, bilevel sensor relocation problem for border security
Published in IIE transactions (03-10-2019)“…Consider a set of sensors having varying capabilities and respectively located to maximize an intruder’s minimal expected exposure to traverse a defended…”
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Testing local search move operators on the vehicle routing problem with split deliveries and time windows
Published in Computers & operations research (01-04-2015)“…The vehicle routing problem (VRP) is an important transportation problem. The literature addresses several extensions of this problem, including variants…”
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13
Utilizing reliability modeling to analyze United States Air Force officer retention
Published in Computers & industrial engineering (01-03-2018)“…•Considered thousands of officer personnel records form the United States Air Force.•Models for retention over several dozen career fields.•Retention models…”
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14
Problem reduction heuristic for the 0–1 multidimensional knapsack problem
Published in Computers & operations research (2012)“…This paper introduces new problem-size reduction heuristics for the multidimensional knapsack problem. These heuristics are based on solving a relaxed version…”
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15
A case study in engineering model validation using new wavelet‐based methods
Published in Quality and reliability engineering international (01-04-2019)“…Simulation model validation is an important part of simulation development and use. An emerging challenge is the examination of functional data systems and the…”
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Examining potential reductions in wind tunnel testing requirements
Published in Quality and reliability engineering international (01-11-2018)“…Wind tunnel test campaigns involve a large number of experimental data points, can take a long time to accomplish, and can consume tremendous resources. Design…”
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17
Maximum likelihood estimation for the poly-Weibull distribution
Published in Quality engineering (02-10-2019)“…The Weibull distribution has long been a popular choice for modeling lifetime data of various mechanical and biological phenomena when the associated hazard…”
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Point-wise model validation over experimental regions using regression confidence and tolerance intervals with Bayesian relaxations
Published in Simulation (San Diego, Calif.) (01-01-2020)“…As systems grow more complex, so does our propensity to use computers to emulate complex real-world systems. Often these real-world systems possess dynamic…”
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An agent-based modeling approach to analyze the impact of warehouse congestion on cost and performance
Published in International journal of advanced manufacturing technology (01-07-2013)“…This article discusses a novel agent-based modeling (ABM) approach to analyze the impact of warehouse congestion and presents results indicating the…”
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OPEN CHALLENGES IN BUILDING COMBAT SIMULATION SYSTEMS TO SUPPORT TEST, ANALYSIS AND TRAINING
Published in 2018 Winter Simulation Conference (WSC) (01-12-2018)“…High expectations to leverage Modeling and Simulation (M&S) capabilities to support operational testing, systems analysis and user/operator training is…”
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