Program

HA-01: Scheduling and Rescheduling Railways under a Dynamic Environment
Stream: Railway and Metro Transportation
Room: Room 118
Chair(s): Luis Cadarso

• The Influence of Dwell Times on Rail Service Planning
  
• A Fast and Effcient Adaptive Large Neighborhood Search Heuristic for the Passenger Train Timetabling Problem with Dynamic Demand
  Eva Barrena, David Canca, Leandro Coelho, Gilbert Laporte
• A Macroscopic Railway Timetable Rescheduling Approach for Handling Large Scale Disruptions
  Lucas Veelenturf, Martin Kidd, Valentina Cacchiani, Leo Kroon, Paolo Toth
• A Model for Readjusting Public Transport Services on Short Time Periods
  Esteve Codina, Lídia Montero, Ángel Marín

HA-02: Time-dependent Vehicle Routing and Scheduling
Stream: Vehicle Routing
Room: Room 111
Chair(s): Christian Bierwirth

• Synchronization in Vehicle Routing Problems – An Overview
  
• Time Inconsistency of Heuristics in Multi-Period VRP
  
• The Multi-period Collection Scheduling Problem with Balancing Constraints
  Cristina Núñez-del-Toro, Elena Fernandez, Jörg Kalcsics, Stefan Nickel
• Column Generation for a Class of Bi-Objective Vehicle Routing Problems
  

HA-03: Discrete Location and Routing
Stream: Location
Room: Room 001
Chair(s): Alfredo Marín, Justo Puerto

• Analysis of the Solution Permutations for the Asymmetric Traveling Salesman Problem
  Mercedes Landete, Justo Puerto, Javier Alcaraz, Juan Francisco Monge, Eva M. García-Nové
• A Further Study of Location Facilities with Failure Foresight
  Inmaculada Espejo, Alfredo Marín, Antonio Manuel Rodriguez-Chia
• A Parallel Implementation of the Volume Algorithm to Solve the p-Median Problem
  
• The Discrete Ordered Median Problem: A Tour of Perspective
  Justo Puerto

HA-04: Network Traffic Modelling I
Stream: Traffic Flow Theory and Traffic Control
Room: Room 119
Chair(s): Ludovic Leclercq, Nikolas Geroliminis

• Extensions of the Macroscopic Fundamental Diagram to Multimodal Traffic
  Nicolas Chiabaut
• A Mathematical Proof for the Optimal Perimeter Control Policy at an Urban Region
  
• Modeling and Control of Large Scale Multimodal Urban Networks
  Nikolas Geroliminis, Konstantinos Ampountolas, Wei Zheng

HA-05: Maritime Routing and Scheduling 2
Stream: Maritime Transportation
Room: Room 002
Chair(s): Henrik Andersson

• A General Short Sea Inventory-Routing Problem
  Ahmad Hemmati, Lars Magnus Hvattum, Marielle Christiansen, Gilbert Laporte
• A Branch-and-Cut Method for the Routing and Scheduling of Vessels in a Brazilian Oil Industry
  Maria Gabriela Furtado, Pedro Munari, Reinaldo Morabito
• Exact and Heuristic Methods for Creating Annual Delivery Program for LNG Producer
  
• Order Management in the Brazilian Oil Industry
  

HA-06: Network Economics
Stream: Social and Economic Networks
Room: Room 211
Chair(s): Azarakhsh Malekian

• The Spread of Epidemics on Random Graphs: A Modified Bass Model for Product Growth in Networks
  
• The Spread of Epidemics on Random Networks: The Effect of Quarantine and Isolation
  Azarakhsh Malekian
• Trading Networks with Bilateral Contracts
  Alexander Teytelboym
• Mechanism and Network Design with Loss-Exposed Agents
  

HA-07: Dynamical Models in Sustainable Development II
Stream: Dynamical Models in Sustainable Development
Room: Room 003
Chair(s): Jean-Sébastien Tancrez

• Development of a Preliminary Model for the Kinetic Behavior of Main Pollulants in the City of Puebla
  Maria Osorio
• Modeling Network Supply and Distribution of Perishable Products using Systems Dynamics
  
• Improving Pest Control Strategies for Eldana Saccharina Walker
  
• Designing the Supply Chain Network to Reduce Carbon Emissions
  

HA-08: Carbon Emissions and Remanufacturing Problems
Stream: Energy Economics, Environmental Management and Multicriteria Decision Making
Room: Room 120
Chair(s): Matthias Garbs

• The State of Scope 3 Carbon Emissions Reporting in Supply Chains
  Charles Corbett, Christian Blanco, Felipe Caro
• What Online Trading and Web Search Sites Data can tell us about Demand for Remanufactured and used Products?
  Marta Jakowczyk, Joao Quariguasi, Andy Gibson, Luk Van Wassenhove
• Purchase Intention of Spanish Consumer: Results from an Experiment about Remanufactured Laptops
  
• System Dynamic Modelling of Carbon Storage by Wood Products
  

HA-09: Dealing with Uncertainty and Renewable Sources in Electricity Markets
Stream: Technical and Financial Aspects of Energy Problems
Room: Room 121
Chair(s): Luis Baringo

• An Affinely Adjustable Robust Optimization Approach to the Operation of Heat and Power Systems
  Marco Zugno, Juan Miguel Morales, Henrik Madsen
• Evaluating the Impacts of Priority Dispatch in the European Electricity Market
  Giorgia Oggioni, Fionnuala Murphy, Yves Smeers
• Short-Term Effects of Optimal Wind-Pumped Hydro Storage Energy offers in Day-ahead Electricity Markets
  
• Strategic Offering for a Wind Power Producer: An MPEC Approach
  Luis Baringo, Antonio Conejo

HA-10: DEA Theory I
Stream: Theoretical Developments in DEA
Room: Room 122
Chair(s): Dimitris Despotis

• Solving Small LPs to Determine Productive Efficiencies of Big Data
  Wen-Chih Chen
• Resource Allocation Based on the Global Efficiency and Pure Technical Efficiency
  
• Applied Cost Allocation: The DEA-Aumann-Shapley Approach
  
• A Study on Two-Stage Network DEA Models with Some Improvements
  Gregory Koronakos, Dimitris Despotis

HA-11: Combinatorial Optimization: Applications
Stream: Combinatorial Optimization
Room: Room 113
Chair(s): Jan van Vuuren

• The Application of the Economic Order Quantity and Osmosis Methodologies to Self-Organising Traffic Control
  
• A Multi-Objective Approach towards Terrain-Dependent Facility Location
  Andries Heyns, Jan van Vuuren
• Comparing a Nondominated and a Scalarising Solution Approach for a Nonlinear Combinatorial Multiobjective Optimization Problem given a Limited Budget
  
• On a Scheduling Problem with Sequence-Dependent Setup Times
  

HA-12: Project Scheduling: Applications and Generalizations
Stream: Project Management and Scheduling
Room: Room 004
Chair(s): Karl Doerner, Jean-Charles Billaut

• Strategic Construction Planning of Underground Gas and Oil Storages with the Flexible Resource-Constrained Multi Project Scheduling Problem
  
• Solution Approaches for a Close to Real-World Variable Profile Task Scheduling Problem
  Roland Braune, Karl Doerner
• GRASP based Algorithms for Dynamic Job-Shop Scheduling with Sequence-Dependent Setup Times
  
• A Complete View of the Scheduling Problem of Chemotherapy Production with Expensive and Perishable Raw Materials
  

HA-13: Handling Uncertainty in Scheduling and Lot-Sizing 2
Stream: Scheduling
Room: Room 123
Chair(s): Mikhail Y. Kovalyov, Alexandre Dolgui

• Handling Uncertain Demands in the Dynamic Dial-a-Ride Problem
  Samuel Deleplanque, Alain Quilliot
• Analysis of the Role of Price Negotiations and Uncertainty in the Optimization of Coordinated Supply Chains
  
• A Risk-based Approach to Robust Scheduling of a Single Machine
  Marcello Urgo, József Váncza
• Solving the FMS Uncertainty by Deadlock Prevention with a Critical Siphon Theory
  

HA-14: Advances in Nonlinear Optimization: Theory and Applications I
Stream: Nonlinear Programming
Room: Room 124
Chair(s): Goran Lesaja

• Second-Order Methods for Sparse Signal Reconstruction
  
• An Optimization Approach to Model Selection for Support Vector Regression
  Andreas Fischer, Gerd Langensiepen, Nico Strasdat, Klaus Luig, Thorsten Thies
• Improved Full Newton-Step Interior-Point Methods for LO and LCP
  Goran Lesaja, Kees Roos
• Mixed-Integer Bilevel Programming with Upper-Level Decision Variables that Appear at the Lower-Level Objective but Not in Any of the Lower-Level Constraints
  

HA-15: Revenue Management Application and Theory
Stream: Revenue Management II
Room: Room 125
Chair(s): Darius Walczak

• Challenges in RM & Pricing Optimization of Product-Resource Networks
  Darius Walczak
• Shaping Demand to Match Anticipated Supply
  
• An Efficient Pricing Method to Determine the Network Value of Influentials in Social Networks
  
• A Model for Competition in Network Revenue Management
  Nishant Mishra

HA-16: Categorical Data Analysis and Preference Aggregation
Stream: Intelligent Optimization in Machine Learning and Data Analysis
Room: Room 127
Chair(s): Michalis Doumpos

• Partial Orders Combining for the Object Ranking Problem
  Mikhail Kuznetsov, Vadim Strijov
• An Interactive Approach for Multicriteria Selection Problem
  
• Data-Driven Robustness Analysis for MCDA Preference Disaggregation Approaches
  Michalis Doumpos, Constantin Zopounidis
• Linking Voice of Industry (Recruiters) with B-Schools’ Service Operations using Q Sort Technique through Quality Function Deployment
  

HA-17: Second-Order Conic Optimization
Stream: Interior Point Methods and Conic Optimization
Room: Room 005
Chair(s): Jacek Gondzio

• Mixed-Integer Second-Order Conic Optimization (MISOCO): Disjunctive Conic Cuts and Portfolio Models
  Tamás Terlaky
• Interior-Point Methods within Algorithms for Mixed-Integer Second-Order Cone Programming
  
• On the Convergence Properties of the Central Path for Second-Order Cone Optimization
  
• The Second-Order Cone Programming Solver in the Fico-Xpress Optimization Suite
  Csaba Mészáros

HA-18: Nonconvex Multiobjective Optimization II
Stream: Multiobjective Optimization - Theory, Methods and Applications
Room: Room 112
Chair(s): Panos Pardalos, Julius Žilinskas

• Solving a Tri-Objective Location Problem via Evolutionary Algorithms
  
• Solution of Bi-Objective Discrete Competitve Facility Location Problems
  Algirdas Lančinskas, Pascual Fernandez, Blas Pelegrin, Julius Žilinskas
• Visualization of Pareto Sets in Multi-Objective Optimization Problems
  
• A New Visualization Technique for Enhancing Interactive Methods of Multiobjective Optimization
  

HA-19: Advances on Demand and Supply Planning in Consumer Goods and Retailing
Stream: Demand and Supply Planning in Consumer Goods and Retailing
Room: Room 128
Chair(s):

• Pricing and Rebate Strategy in Retail Platforms with Revenue Sharing
  
• Cyclic Joint Replenishment with Total Volume Discounts
  Guoqing Wang
• A Tractable Inventory Model with Random Lead Times
  
• Collaborative Supply Chains: A Case Study
  

HA-20: Demand Response and Smart Grid Infrastructure
Stream: Stochastic Optimization in Energy
Room: Room 129
Chair(s): Vineet Goyal

• Pricing Mechanisms for Control
  
• Smart Homes with Price-Responsive Thermostats
  
• Stochastic Optimization and Risk Management for an Efficient Planning of Buildings' Energy Systems
  Emilio L. Cano, JAVIER M. MOGUERZA, Antonio Alonso-Ayuso
• Optimal Price Rebates for Demand Response under Power Flow Constraints
  

HA-21: Cutting and Packing 1
Stream: Cutting and Packing
Room: Room 006
Chair(s): Antonio Martinez Sykora

• Two-Dimensional Bin Packing Problems with Irregularly-Shaped Pieces: Constructive Algorithms
  Ramon Alvarez-Valdes, Julia Bennell, Antonio Martinez Sykora, Jose Tamarit
• A Constructive Heuristic for the Three-Dimensional Bin Packing Problem with Transportation Constraints
  Célia Paquay, Michaël Schyns, Sabine Limbourg
• An Algorithm for a Container Loading Problem with Static Mechanical Equilibrium Conditions
  António Ramos, José Fernando Oliveira, José Fernando Gonçalves, Manuel Lopes
• A MIP-Based Dual Bounding Technique for the Irregular Nesting Problem
  

HA-22: Competitive and Cooperative Games
Stream: Game Theory and Operations Management
Room: Room 007
Chair(s): Greys Sosic

• The Role of Operations in New Product Development Alliances
  
• Openshop Sequencing Games
  Pedro Calleja
• Solution Concepts in Influence Games
  Fabián Riquelme, Xavier Molinero, Maria Serna

HA-23: Applying Analytics to Big Data for Driving Big Outcomes
Stream: Analytics Application and Practice
Room: Room 008
Chair(s):

• Multi-Channel Customer: Predicting the Next Best Action with our Customers
  
• Rise of Intelligent Machines: Applying Analytics on Machine to Machine Data (M2M) for Making Better Decision
  
• Solving Large-Scale Marketing Campaign Problems
  
• An integrated QFD framework linking quality management with marketing efforts
  Konstantina Kamvysi, Katerina Gotzamani, Andreas Andronikidis, Andreas Georgiou

HA-24: Dynamics and Learning in Games
Stream: Dynamic and Repeated Games
Room: Room 212
Chair(s): Panayotis Mertikopoulos

• Two-Timescales Game-Theoretical Learning with Continuous Action Spaces
  
• Inertial Game Dynamics and Applications to Constrained Optimization
  
• Large Deviations and Stochastic Stability in Games
  
• A Continuous-Time Approach to Online Optimization
  Panayotis Mertikopoulos

HA-25: Structuring Big Data
Stream: Data Mining
Room: Room 009
Chair(s): Peter Gritzmann

• Sampling-Based Johnson-Lindenstrauss Embeddings
  
• String Kernels for Financial Time Series Prediction
  
• On Data Segmentation and its Applications
  Peter Gritzmann, Andreas Brieden
• Predictive Analytics by Means of Constrained Clustering
  

HA-26: Nondifferentiable Optimization: Theory, Algorithms and Applications I
Stream: Nonsmooth Optimization and Variational Analysis
Room: Room 010
Chair(s): Manlio Gaudioso

• Multiple Subgradient Descent Bundle Method for Nonsmooth Multiobjective Optimization
  Outi Montonen, Napsu Karmitsa, Marko M. Mäkelä
• Iterative Schemes to Solve Nonconvex Variational Problems
  Messaoud Bounkhel
• Generalized Cutting Plane for Convex Nonsmooth Optimization
  Manlio Gaudioso
• A Levenberg-Marquardt Method with Approximate Projections
  Alfredo Iusem, Roger Behling, Andreas Fischer, Yinyu Ye

HA-27: Emerging Applications of Decision Support Systems
Stream: Decision Analysis, Decision Support Systems
Room: Room 213
Chair(s): Marion Penn

• Optimum Periodic Inspection Interval and Replacement Policies for a One-Shot System with Minimal Repair
  
• Fast Timetable Generation for Railway Capacity Planning in Norway
  Leonardo Lamorgese, Carlo Mannino
• Evaluating Path-Dependencies in Networks: A Realoption Approach
  André Mangelsdorf, Thomas Spengler
• Applying Decision Analysis to Public Policy Decisions: Case Study on Banning Neonicotiniods
  

HA-29: OR in Mining
Stream: OR in Petrochemicals and Mining
Room: Room 011
Chair(s): Eduardo Moreno

• A Network-Flow based Algorithm for Scheduling Production in Multi-Processor Open-Pit Mines Accounting for Metal Uncertainty
  Amina Lamghari, Roussos Dimitrakopoulos
• Using Direct Optimisation Methodologies for Deterministic and Stochastic Open Pit Production Scheduling
  
• Stochastic Programming applied to Mine Planning under Geological Uncertainty with Differents Levels of Information
  Gonzalo Nelis, Nelson Morales, Edgaro Ortiz

HA-30: Recent Models on Cooperative Games and Integer Programming
Stream: Allocation Problems in Game Theory
Room: Room 012
Chair(s): Osman Palanci, Mehmet Onur Olgun

• Model for Evaluating Strategies for Overload Relief in Oversubscribed Clouds
  
• On the Grey Shapley Value
  Serap Ergun, Osman Palanci, Sırma Zeynep Alparslan Gök
• Cooperative Grey Games with Allowing for Stock Outs
  Mehmet Onur Olgun, Gultekin Ozdemir
• Cooperative Games and Bubbles
  Osman Palanci, Sırma Zeynep Alparslan Gök, Gerhard-Wilhelm Weber

HA-31: Network Design
Stream: Telecommunications and Networks
Room: Room 013
Chair(s): Markus Leitner

• The Capacitated Minimum Spanning Tree Problem with Non-Homogeneous Capacities
  Efrain Ruiz, Maria Albareda Sambola, Elena Fernandez
• The Node-Quadratic Prize-Collecting Steiner Tree Problem
  Markus Sinnl, Markus Leitner, Ivana Ljubic
• A Polyhedral Study of the Diameter Constrained Minimum Spanning Tree Problem
  Markus Leitner, Luís Gouveia, Ivana Ljubic
• Mathematical Programming Models for Traffic Engineering in Ethernet Networks Implementing the Multiple Spanning Tree Protocol
  Martim Joyce-Moniz, Bernard Fortz, Luís Gouveia

HA-32: Supply Chain Concepts
Stream: Production Management & Supply Chain Management
Room: Room 014
Chair(s): Jaime Palma

• Sustainable Supply Chain Management: Developing a Framework through Conceptual Modelling
  
• Application of Inequality between Arithmetic and Geometric Mean to Optimization of Economic Functions
  Zrinka Lukac, Vedran Kojić
• Changing Production Chain by using 3D-Printing
  Maria Mavri

HA-33: Defence and Security Applications V
Stream: Defence and Security Applications
Room: Room 015
Chair(s): Ana Isabel Barros

• Risk Analyses for some Vulnerability Models of Industrial Control Systems
  
• Combining Hard and Soft Evaluation of Security Risk Factors
  
• Probabilistic Influence Diagrams for Modelling Influence Operations
  Ken McNaught
• Simulating Anti-Submarine Warfare with MANA
  

HA-34: Financial Modeling 1
Stream: Decision Making Modeling and Risk Assessment in the Financial Sector
Room: Room 016
Chair(s):

• On the Ruin Probabilities of a Multidimensional Risk Model
  
• Real Option Valuation of Sequential R&D Investment
  Michi Nishihara
• Decision-Making for Pre-Retirement Investment Strategy
  
• The Limit Order Book in a High Frequency Regime
  

HA-35: Analysis and Management on Risk and Security
Stream: Stochastic Modeling and Simulation in Engineering, Management and Science
Room: Room 131
Chair(s): Silja Meyer-Nieberg, Erik Kropat, Dimitrios Vlachos

• Containerization and Performance Evaluation in Port Transport: Case of the Extra Zone Port ZEP of the BMT Company-Bejaia
  Fazia Aoudia-Rahmoune, Djamil Aïssani
• A Simulator for Distributed Algorithms
  Malika Yaici
• Design of Cost Efficient, Sustainable and Secure Food Supply Chains
  Dimitrios Vlachos, Christos Keramydas, Naoum Tsolakis, Eleftherios Iakovou
• Mathematical Programming as a Tool for Virtual Soccer Coaches: A Case Study of a Fantasy Sports Game
  

HA-36: Sustainability and Environmental Management
Stream: OR in Agriculture, Forestry and Fisheries
Room: Room 132
Chair(s): Israel Quintanilla, Marina Segura

• Public Preferences for Multifunctional Agriculture System, using Analytic Hierarchy Process. Differences in Calculating Priorities
  Inmaculada Marqués, Baldomero Segura
• Poultry and Olive Associated Production: A Multicriteria Analysis of Sustainability
  Luisa Paolotti, Cesare Castellini, Antonio Boggia, Lucia Rocchi, Adolfo Rosati
• Management and Valuation of Ecosystem Services of Mediterranean Natural Parks
  Marina Segura, Concepción Maroto, Concepción Ginestar
• A Regional Assessment of Sectorial, Environmental and Social Risks from Livestock Farms by using Multi-Criteria Techniques
  Israel Quintanilla, Áurea Gallego Salguero, Consuelo Calafat Marzal, Concepción Maroto

HA-37: Multiobjective Optimization in Asia, and Related Subjects
Stream: Multiobjective Optimization
Room: Room 017
Chair(s):

• Using a Maximizing Set Method to Rank Alternatives under Fuzzy MCDM
  Ta-Chung Chu
• Some Existence Criterions for Solutions to a Class of Generalized Equilibria under Multi-Objective Multifunctions
  
• Observation on Quasiconvexity for Set-Valued Maps via Scalarization
  
• Multiple-Criteria and Group-Decision Making in the Fleet Selection Problem for a Public Transportation System
  Jacek Zak

HA-38: Soft OR / Systems Practice
Stream: Soft OR / Systems and Multimethodology
Room: Room 214
Chair(s): Ashley Carreras

• Systemic Thinking in Management Practice: Using Soft Systems Methodology in Family Businesses in Catalonia
  
• Managing the Client-Consultant Relationship
  Ashley Carreras, L. Alberto Franco, Thanos Papadopoulos, Elena Tavella
• Evaluating the Value of PSM use in Urban Planning Projects
  Ine Steenmans
• A Simulation Study of a Combination System of Enterprise Resource Planning (ERP) and Informality
  

HA-39: Recent Developments in the SCIP Optimization Suite
Stream: Discrete and Global Optimization
Room: Room 018
Chair(s): Gerald Gamrath

• SoPlex 2.0
  Matthias Miltenberger, Ambros Gleixner
• Presolving in SCIP
  Dieter Weninger, Gerald Gamrath, Thorsten Koch, Alexander Martin, Matthias Miltenberger
• Generic Branch-Price-and-Cut
  Jonas Witt, Martin Bergner, Gerald Gamrath, Marco Lübbecke, Christian Puchert
• Recent Branching Improvements in SCIP
  Gerald Gamrath

HA-40: Innovations in Meta-Analytics III
Stream: Meta-Analytics: A Marriage of Metaheuristics and Analytics
Room: Room 019
Chair(s): Roberto Battiti, Kenneth Sörensen, Marc Sevaux

• An Enhanced Particle Swarm Optimisation Method Designed for Real-Time Applications by using Neural Network
  
• A Dandelion Code Extension
  Carlos Luna-Mota, Elena Fernandez
• Improving the Performance of Metaheuristics with Solution Polishing
  
• Meta-Analytics for Extreme Personalization in E-Commerce
  Roberto Battiti

HA-41: Stochastic/Robust Routing and Inventory Routing
Stream: Stochastic Models for Service Operations
Room: Room 216
Chair(s): Luca Bertazzi, Jacqueline Bloemhof

• Dynamic Orienteering in Textbook Sales
  Jeffrey Ohlmann, Shu Zhang, Barrett Thomas
• Benders Decomposition for Production Routing Under Demand Uncertainty
  Jean-François Cordeau, Yossiri Adulyasak, Raf Jans
• Optimal and Heuristic Robust Policies for the Inventory Routing Problem with Outsourced Transportation
  Demetrio Laganà, Luca Bertazzi, Adamo Bosco
• The Inventory Routing Problem for Perishable Products: A Green Approach
  Jacqueline Bloemhof, Mehmet Soysal, Jack van der Vorst

HA-42: Business Intelligence, Knowledge Management & Decision Systems
Stream: Decision Support Systems
Room: Room 215
Chair(s): Ana Paula Costa, Fatima Dargam

• Assessing a Firm's Patent Litigation Propensity and the Effectiveness of its Defense Strategy: Decision Support Models
  
• The Theory of Search Applied to Business Strategy
  
• A System based on a Competency Framework to Support the Choice of Teaching Activities
  Isabelle Linden
• Effective Knowledge Sharing for Intelligent Supply Chain Decision Support
  

HA-43: Various Advances on Optimisation in Health Care
Stream: Optimisation in Health Care
Room: Room 217
Chair(s): Sanjay Mehrotra, Omid Nohadani

• Online Scheduling of Outpatient Procedure Centers
  Brian Denton, Jeremias Berg
• Evaluation of Inventory Technologies for Operating Rooms
  
• On Biological and Geometrical Uncertainties in Radiation Therapy
  Omid Nohadani

HA-44: Managing Risk in Supply Chains I
Stream: Managing Risk in Supply Chains
Room: Room 218
Chair(s):

• Unveiling the Supplier Risks with a Neural Network Based Supplier Selection Model
  Gulcan Petricli, Gül Gökay Emel
• Managing Supply Chain Disruptions: A Comparison of the Automotive and Food Industry
  
• Qualifying Stock Impact of Supply Chain Disruptions under Various Market Cycles and Industry Domicile
  
• Carbon Emissions Reduction and Transfer in Supply Chains under a Cap-and-Trade System with Emissions-Sensitive Demand
  

HA-45: Business Analytics Optimization and Big Data
Stream: Business Analytics Optimization and Big Data
Room: Room 219
Chair(s):

• Large-Scale PCA in Mapreduce Under the Manhattan Norm
  
• Big Data Tools and Techniques in the UK Retail Sector
  
• Relaxed Normality Assumption in Stochastic DEA for Efficient Handling of Big Data
  
• The Use of Data Envelopment Analysis (DEA) for Profiling Specialist Healthcare Providers in South Africa