Faculty

Institution

Unit

Venue

Seokgi Lee

Assistant Professor

Youngstown State University

Affiliations

Beeghly College of Liberal Arts, Social Sciences, and Education

Department Of Sociology And Anthropology

Department of Africana Studies

Humanities & Social Sciences

Bitonte College of Health and Human Services

Excercise Science

Human Services

Williamson College of Business Administration

Center For Nonprofit Leadership

College of Science, Technology, Engineering, and Mathematics

Physics & Astronomy

Department Of Educational Leadership

Office of the Dean of Students

Studies Of Public Affairs And Urban

Seokgi Lee is currently serving as a Beeghly College Of Liberal Arts, Social Sciences, And Education Assistant Professor at Youngstown State University.

Honors

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Experiences

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Education

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Seokgi Lee

Youngstown State University

Assistant Professor

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systems engineering computer science logistics energy management operations research operation management data science logistics management production scheduling engineering manufacturing biomechanics transportation engineering engineering optimization vehicular technology demand response crowdsourcing energy systems operational efficiency manufacturing systems production research sustainable energy technologies smart grid respiratory medicine mobility energy control single machine capacity control infusion center patient appointment intelligent computing mathematical optimization control optimization energy strategies process control bone research autonomous agent systems industrial artificial intelligence distributed intelligence distributed intelligent system multi-agent planning energy optimization transport logistics mixed integer optimization scheduling problems health care management robust optimization crowd simulation bone morphogenic protein logical analysis health disparities health care disparities automation engineering transportation research transport economics fleet management urban energy budget urban heat mitigation sustainable transport urban infrastructure occupational ergonomics estimation theory including vehicle-to-grid vehicle routing problems multi-agent system reinforcement learning approach parcel services smart logistics total energy cost metaheuristic algorithms tardiness penalty scheduling-layout problem time-varying electricity pricing dynamic control approach learning-based logistics planning population data intelligent vehicles technology machine intelligence technological forecasting neural computation intelligent systems evolutionary intelligence digital medicine infrastructure engineering engineering management artificial society business intelligence artificial intelligence health informatics intelligent robotic systems machine learning intelligent robot automation intelligent transportation systems predictive analytics informatics computer-integrated manufacturing soft computing bio-inspired computation natural computing robotics computational science system science cybernetics multiagent systems industrial engineering design cyber-physical systems smart manufacturing industrial informatics memetic computing information technology computational intelligence quality technology systems modeling

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Parcel Consolidation Policy for Vehicle Routing Plans in Last-Mile Delivery: A Deep Q-Learning Approach. European J of Industrial Engineering (2026)

operation managementsystems engineeringintelligent vehiclesoperations researchcomputer scienceinfrastructure engineeringintelligent transportation systemsmobilityneural network (machine learning)transport geographydata sciencesupply chain managementlogistics managementtransportation engineeringselfdriving carlogisticsvehicular technology

A Strategic Plan to Provide Management Services for Urban Green Spaces During Heat Waves Using a Collaborative Truck-And-Robot System. Expert Systems with Applications (2025)

systems engineeringurban energy budgetheat wavesinfrastructure engineeringenergy managementtechnologyurban green spacesurban infrastructuresmart citiessustainable transportmanagement servicesurban heat mitigationvehicular technologysustainable cities

Reinforcement Learning Model for Optimizing Bid Price and Service Quality in Crowdshipping. Systems (2025)

service managementcomputer sciencesystems engineeringoperation managementoperations researchreinforcement learning modelquantitative managementcombinatorial optimizationcrowdsourcingmulti-agent learningservice qualityoptimizing bid pricemultiagent systemsreinforcement learning

Crowdsourcing Integration on the Last Mile Delivery Platform Considering Floating Population Data. Expert Systems with Applications (2024)

big datadata integrationcrowd simulationtechnologyintelligent transportation systemsmobilitycrowdsourcingpopulation datadata sciencevehicular technology

Effects of A2 Pulley Venting on Bowstringing and Tendon Slack: A Biomechanical Investigation. Hand (2024)

tendon slackmusculoskeletal functionexercise physiologymuscle injuryhuman movementbiomechanical investigationorthopedic biomechanicssport medicinekinesiologya2 pulley ventingbiomechanical engineeringapplied physiologyrehabilitationbiomechanics

Impact of Bone Density and Integrated Screw Configuration on Standalone Anterior Lumbar Interbody Construct Strength. North American Spine Society Journal (NASSJ) (2024)

bone densitylumbar spineorthopaedic researchorthopaedic surgeryorthopedic surgeryspinal biomechanicsspinal fusionintegrated screw configurationbiomechanical engineeringmusculoskeletal disordersrehabilitationbiomechanics

116. Minimal Number and Length of Screws Needed for Stable Standalone Anterior Lumbar Interbody Fixation: A Bone Surrogate Study. The Spine Journal (2023)

lumbar spinesurgerybone surrogate studyorthopaedic researcharthroplastyorthopaedic surgeryorthopedic surgeryspinal biomechanicsminimal numberbiomechanical engineeringspinal fusion

The Production Scheduling Problem Employing Non-Identical Parallel Machines With Due Dates Considering Carbon Emissions and Multiple Types of Energy Sources. Expert Systems with Applications (2023)

Younggyu BokNa Kyung LeeSugyeong JoSeokgi LeeSang Jin KweonHyeong Suk Na

artificial intelligencesystems engineeringproduction schedulingproduction scheduling problemnon-identical parallel machinesdue datescarbon emissionsapplied mathematicsmachine learning

A Hierarchical Deep Reinforcement Learning Approach for Outpatient Primary Care Scheduling. 2022 Winter Simulation Conference (WSC) (2022)

outpatient primary caremedical systemshealth carereinforcement learningnursingprimary health carecomputational intelligencedeep reinforcement learningprimary carefamily medicinesequential decision makingmachine learning

Demurrage Pattern Analysis Using Logical Analysis of Data: A Case Study of the Ulsan Port Authority. Expert Systems with Applications (2022)

operational efficiencydemurrage pattern analysisulsan port authorityanalyticsstatisticslogical analysis

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Seokgi Lee

Assistant Professor

Youngstown State University

Affiliations

Beeghly College of Liberal Arts, Social Sciences, and Education

Department Of Sociology And Anthropology

Department of Africana Studies

Humanities & Social Sciences

Bitonte College of Health and Human Services

Excercise Science

Human Services

Williamson College of Business Administration

Center For Nonprofit Leadership

College of Science, Technology, Engineering, and Mathematics

Physics & Astronomy

Department Of Educational Leadership

Office of the Dean of Students

Studies Of Public Affairs And Urban

Seokgi Lee is currently serving as a Beeghly College Of Liberal Arts, Social Sciences, And Education Assistant Professor at Youngstown State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Seokgi Lee

Youngstown State University

Assistant Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Parcel Consolidation Policy for Vehicle Routing Plans in Last-Mile Delivery: A Deep Q-Learning Approach. European J of Industrial Engineering (2026)

A Strategic Plan to Provide Management Services for Urban Green Spaces During Heat Waves Using a Collaborative Truck-And-Robot System. Expert Systems with Applications (2025)

Reinforcement Learning Model for Optimizing Bid Price and Service Quality in Crowdshipping. Systems (2025)

Crowdsourcing Integration on the Last Mile Delivery Platform Considering Floating Population Data. Expert Systems with Applications (2024)

big datadata integrationcrowd simulationtechnologyintelligent transportation systemsmobilitycrowdsourcingpopulation datadata sciencevehicular technology

Effects of A2 Pulley Venting on Bowstringing and Tendon Slack: A Biomechanical Investigation. Hand (2024)

Impact of Bone Density and Integrated Screw Configuration on Standalone Anterior Lumbar Interbody Construct Strength. North American Spine Society Journal (NASSJ) (2024)

116. Minimal Number and Length of Screws Needed for Stable Standalone Anterior Lumbar Interbody Fixation: A Bone Surrogate Study. The Spine Journal (2023)

lumbar spinesurgerybone surrogate studyorthopaedic researcharthroplastyorthopaedic surgeryorthopedic surgeryspinal biomechanicsminimal numberbiomechanical engineeringspinal fusion

The Production Scheduling Problem Employing Non-Identical Parallel Machines With Due Dates Considering Carbon Emissions and Multiple Types of Energy Sources. Expert Systems with Applications (2023)

Younggyu BokNa Kyung LeeSugyeong JoSeokgi LeeSang Jin KweonHyeong Suk Na

artificial intelligencesystems engineeringproduction schedulingproduction scheduling problemnon-identical parallel machinesdue datescarbon emissionsapplied mathematicsmachine learning

A Hierarchical Deep Reinforcement Learning Approach for Outpatient Primary Care Scheduling. 2022 Winter Simulation Conference (WSC) (2022)

Demurrage Pattern Analysis Using Logical Analysis of Data: A Case Study of the Ulsan Port Authority. Expert Systems with Applications (2022)

operational efficiencydemurrage pattern analysisulsan port authorityanalyticsstatisticslogical analysis

1
2
3
4
10 / page