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Geoff Pond

Assistant Adjunct Professor

Overview

Geoff Pond is an Assistant Adjunct Professor teaching Operations Management at Smith School of Business, Queen's University. His most recently published research considers the optimization of air ambulance bases in order to minimize transportation time and costs.

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Academic Area

  • Operations Management and Technology

Interest Topics

  • Analytics & AI
  • Government & Policy
  • Manufacturing
  • Operations

Faculty Details

Profile

Full Bio

Geoff Pond has been a member of RMC’s Department of Management since July, 2015 and taught an adjunct basis at both Queen's University (Smith School of Business and Engineering & Applied Science) and uOttawa (Telfer School of Business) since 2016.

Prior to joining academia, Dr. Pond spent 7 years as a member of Defence Research and Development Canada as an analyst with the Centre for Operations Research and Analysis. He has been a member of NATO and ABCA research panels, authored a number of government reports, and presented research at a number of national and international conferences.

His research is focused on optimization of resources, specifically in support of fleet management. His PhD in mechanical engineering was awarded by the University of New Brunswick in 2006. Dr. Pond also holds a Masters Degree in Public Administration awarded by Queen's University.

Academic Degrees

Ph.D. Mechanical Engineering             
University of New Brunswick (2006)

Master’s in Public Administration
Queen’s University (2016)

B.Sc.Eng. Mechanical Engineering      
University of New Brunswick (2003)

Diploma in Technology Management and Entrepreneurship
University of New Brunswick, Dr. J. Herbert Smith Centre (2001)

Academic Experience

Department of Management and Economics, Royal Military College of Canada 
Associate Professor (2015 - Present)
Sessional Instructor (2015)

Smith School of Business, Queen's University
Term Adjunct (2015 – Present)

Telfer School of Management, University of Ottawa
Term Adjunct (2016 & 2020)

Laurentian University School of Business, St. Lawrence College
Faculty Member (2008-2015)

Publications

Journal Publications

Schobel, K. and Pond, G. Public CFO Competencies – A National Defence Case Study Examining the Balance Between Financial and Strategic Priorities, Canadian Public Administration, Vol. 63(2), pp. 229-246, 2020. 

Tassone, J., Pond, G., and Choudhury, S. Algorithms for Optimizing Fleet Staging of Air Ambulances, Array, Vol. 7, 2020. 

Pond, G., Abdullah, M., and Turgeon, Y. Intersection of Corrosion Prevention Strategy and Practice, Journal of Quality in Maintenance Engineering, Vol. 26(1), pp. 120-128, 2019. 

Pond, G., Brimberg, J., Wang, Y., and Simms, W., A Comparison of Heuristics Applied to the Sensor Deployment Problem in 2D, Defense Modeling and Simulation, Vol. 12(3), pp. 343-352, 2015. 

Pond, G. and Carretero, J.A., Dexterity Measures and Their Use in Quantitative Dexterity Comparisons, Meccanica, Vol. 46(1) pp. 51-64, 2011.

Pond, G.,Vehicle Availability During a Mounted Engagement, OR Insight, Vol 23(1) pp. 172-186, 2010.

Pond, G. and Carretero, J.A., Architecture Optimisation of Three 3-PRS Variants for Parallel Kinematic Machining, Robotics and Computer Integrated Manufacturing, Vol. 25 (1) pp. 64-72, 2009.

Pond, G. and Carretero, J.A., Quantitative Dexterous Workspace Comparison of Parallel Manipulators, Mechanism and Machine Theory, Vol. 42 (10) pp.1388-1400, 2006.

Pond, G. and Carretero, J.A., Formulating Jacobian Matrices for the Dexterity of Parallel Manipulators, Mechanism and Machine Theory, Vol. 41 (12) pp. 1505-1519, 2006.  

Referreed Conference Publications

Pond, G. and Turner, I. Regression Analysis of Historical Blood Donor Patters to Improve Clinic Scheduling. In proceedings of the 9th International Conference of Operations Research and Enterprise Systems (ICORES 2020), Valetta, Malta.

Pond, G. and Pittman, J. Forecasting and Costing of a New 105mm Modular Propellant in Support of the Royal Canadian Artillery Regiment. In proceedings of the 9th IEEE International Conference in Industrial Technology and Management (ICITM 2020), University of Oxford, UK. 

Pond, G. and Shepherd, M. A Proposed Model for Optimization of Workforce Scheduling with Mentoring, Administrative Science Association of Canada (ASAC), Toronto, ON, May 26-29, 2018. 

Pond, G., and Bruce, J., Exploratory Analysis of the Canadian Army Vehicle Fleet’s Capability to Meet Future Requirements, in proceedings of the Administrative Science Association of Canada (ASAC), St. John’s NF, June 2012.

Liang, Y., and Pond, G., An Optimal Swarm Intelligent Heuristic to Find a Route for MANet, in proceedings of the 2011 International Conference on Instrumentation, Measurement, Circuits and Systems, Hong Kong, December 2011.

Liang, Y., and Pond, G., Using Linear Optimization and Swarm Intelligent Heuristic to Find a Route for MANET, in proceedings of the 7th International Conference on Natural Computation, Shanghai, China, July 2011.

Pond, G., A Comparison of Two Metaheuristics Applied to the Sensor Deployment Problem, in proceedings of the Administrative Science Association of Canada (ASAC), Montreal QC, July 2011.  

Cameron, F., and Pond, G., Military Decision Making Using Schools of Thought Analysis – A Soft Operational Research Technique With Numbers in proceedings of the: 27th International Symposium on Military Operations Research (ISMOR), Hampshire, UK, Sept 2010.

Cameron, F., and Pond, G., Applying School of Thought Analysis to Military Decision Making, in proceedings of the: Administrative Science Association of Canada (ASAC) 2010, Regina, Saskatchewan, May 2010.

Pond, G., Vehicle Availability During a Mounted Engagement, in proceedings of: ASAC 2009, Niagara Falls, Ontario, June 2009.

Pond, G. and Carretero, J.A., Quantitatively Comparing Serial and Parallel Mechanisms in Terms of Dexterity, in proceedings of: 2nd International Workshop on Fundamental Issues and Future Research Directions for Parallel Mechanisms and Manipulators, Montpellier, France, Sept. 2008.

Pond, G. and Carretero, J.A., Dexterity Analysis of Planar Parallel Manipulators, in proceedings of: RoManSy 2006 Symposium, Warsaw, Poland, June 2006.

Carretero, J.A. and Pond, G., Workspace Comparison of the 3-PRS and 3-RPS Manipulators, in proceedings of: Advances in Robot Kinematics", Ljubljana, Slovenia, June 2006.

Pond, G. and Carretero, J.A., Dexterous Workspace Optimization of the 3-PRS Manipulator, in proceedings of: IPMM 2005, Monterey, California, USA, July 19-23, 2005.

Pond, G. and Carretero, J.A., Dexterity Analysis of the Tricept Manipulator, in proceedings of: 2005 CCToMM M3 Symposium, Montreal, Canada, May 26-27, 2005.

Pond, G. and Carretero, J.A., Kinematic Analysis and Workspace Determination of the Inclined PRS Manipulator, in proceedings of: Romansy 2004: 15th CISM-IFToMM Symposium on Robot Design, Dynamics and Control, Montreal, Canada, June 14-18, 2004.

Pond, G. and Carretero, J.A., Singularity Analysis and Workspace Optimization of the Inclined PRS manipulator, in proceedings of: CSME-CCToMM Forum 2004, London, Ontario, Canada, June 1-4, 2004. 

Government Reports

Pond, G. and Bruce, J., Vehicle Allocation Modelling in Support of Force 2013 Analysis, DRDC CORA TM 2012-192, August 2012.

Pond, G., Wang, Y., Brimberg, J., and Simms, B., A Comparison of Heuristics Applied to the Sensor Deployment Problem, DRDC CORA TM 2012-191, August 2012.

Chapman, B., Pond, G., and Woodill, G., LAV Platoon Vehicle Mix Study – Turret Versus Remote Weapon Station, DRDC CORA TM 2012-110, May 2012.

Pond, G., Probability of Detection by Visual Observation: An Integrated Survivability Monte Carlo Simulation, DRDC CORA TM 2011-142, September 2011.

Pond, G., Chapman, B., and Cazzolato, F., A Comparison Between Remote Weapon Stations, Remote Turrets, and Conventional Turrets, DRDC CORA TM 2009-064, December, 2009 (35 pages), internal.

Pond, G., Cameron, F., and Conod, S., Group Preference Ranking of Candidate Future Indirect Fire Systems, DRDC CORA TM 2008-40, July, 2008.

Pond, G., Initial Investigation of Vehicle Sampling for Inspection at CMTC, DRDC CORA TM 2007-24, July 2007.

Cazzolato, F., Roy, R., Levesque, J., and Pond, G., Probabilities of Kill in JCATS, DRDC CORA TM 2007-33, June 2007.

Book Chapters

Martin-Víde, C., Pond, G., and Vega-Rodríguez, M (editors), Proceedings of Theory and Practice of Natural Computing (2019) conference, Lecture Notes in Computer Science, Spring Publishing, 2019.

Pond, G., and G. McQuat, Chapter 17: Optimizing Fleet Staging of Air Ambulances in the Province of Ontario, Lecture Notes in Computer Science, Springer Publishing, 2018. 

Pond, G. and Carretero, J.A., Chapter 10: Quantitative Dexterous Workspace Comparison of Serial and Parallel Planar Mechanisms, Parallel Manipulators, New Developments, ITech Education and Publishing, Vienna, Austria, 2008.

Carretero, J.A. and Pond, G., Quantitative Dexterous Workspace Comparisons, Advances in Robot Kinematics: Mechanisms and Motion, Springer, Dordrecht, The Netherlands, 2006.

Technical Reports

Pond, G. and Holmes, H., Development of a Fleet Capacity Simulation for the ACSV Fleet. Prepared for Defence Research and Development Canada – Centre for Operational Research and Analysis, August 2019. 

Hansen, E. and Pond, G., Anomaly Detection in Aircraft Flight Data. Prepared for Boeing Aerospace, August 2017. 

Teaching

Capt. I. Tremblay - Applied Military Science
2018-2019
Using data provided by Canada Blood Services, the student leveraged statistical models to identify an overbooking strategy that maximizes the expected blood donor levels subject to donor attributes (at an aggregate level). 

2Lt . A. Afkham-Ebrahimi – RMCC UG Thesis
2017-2018        
Using data provided by the Canadian Border Services Agency and UN estimates of Canada’s underground narcotics market, the CBSA effectiveness at intercepting cocaine shipments being smuggled into Canada was determined using Bayesian belief networks.

Capt. M. Abdullah - Applied Military Science
2016-2017
Data mining of maintenance logs were used to complete cost-benefit analysis of preventive maintenance measures – specifically corrosion prevention sprays. The analysis leveraged ANOVA to identify difference in regional effects and the frequency of spray-coating. The results indicate that no benefit was obtained due to poor fleet management (by investing in vehicles near the end-of-life).

Capt. K. Walton - Applied Military Science
2015-2016
This research project (undertaken as part of the AMS / RMC MBA program) investigated strategic inventory management challenges facing the armed forces during overseas operations and sought solutions from technical, cultural, procedural, and management perspectives.

Courses Taught

A partial history of courses I’ve taught or have been assigned is given in the following table: 

Academic Year

Term

Institution

Course

Level

19-20

Spring

Spring

Spring

Winter

RMC

RMC

uOttawa Queen’s

MBA500: MBA Transition Course

MBA555: Operations Management

MBA5280: Operations Management

APSC172: Calculus II for Engineers

G

G

G

UG

 

Winter

Queen’s

APSC171: Calculus I for Engineers

UG

 

Fall

Queen’s

COMM341: Operations Management

UG

18-19

Winter

Winter

Winter

Queen’s

Queen’s

RMC

APSC172J: Calculus II for Engineers

APSC171J: Calculus I for Engineers

MBA555: Operations Management

UG

UG

G

 

Fall

Queen’s

COMM341: Operations Management

G

 

Fall

RMC

AAF344: Gestion des opérations

UG

17-18

Winter

Winter

Winter

Winter

Queen’s

Queen’s

RMC

RMC

APSC172J: Calculus II for Engineers

APSC171J: Calculus I for Engineers

MBA507: Data Analysis

MBA544: Operations Management

UG

UG

G

G

 

Fall

RMC

BAE344: Operations Management

UG

 

Fall

Queen’s

COMM341: Operations Management

UG

16-17

Summer

Summer

Winter

RMCC

Queen’s

RMCC

MBA555: Operations Management

APSC174J: Linear Algebra for Engrs MBA507: Data Analysis

G

UG

G

 

Winter

Queen’s

APSC171J: Calculus I For Engineers

UG

 

Fall

RMCC

BAE344: Operations Management

UG

15-16

Summer

Winter

Fall

uOttawa

RMCC

RMCC

MBA5208: Operations Management

BAE444: Supply Chain Management

BAE344: Operations Management

G

UG

UG

 

Fall

Queen’s

COMM341: Operations Management

UG

Research

Doctoral Thesis

Modern manufacturing lines often leverage the improved capabilities of sophisticated robotic mechanisms (e.g., robot welding on an automotive manufacturing line). However, optimizing the architecture of these robots and manufacturing lines to make the best use of these significant capital investments has historically been problematic due largely to the mathematical complexity of the resulting optimization problem. 

Meta-heuristics are employed in my research to optimize the manipulator’s architecture to provide the best possible manipulator stiffness (resulting in greater accuracy) – or high end effector velocities. Consequently, manufacturing lines leveraging automated procedures in complex dimensions may be optimized for either accuracy of their work, or increased output. However, as demonstrated through singular value decomposition of the Jacobian matrix, the two objectives (increased output and improved accuracy) are mutually exclusive, meaning that one comes at the expense of the other.

The optimization algorithms included in the research are Genetic Algorithms and Differential Evolution algorithms. The research demonstrates that for optimization of the resulting continuous space problem, Differential Evolution provided superior objective function values (i.e., it found better solutions) and did so in less time in comparison to the Genetic Algorithm. 

Research Interests

Optimisation

  • the application of global meta-heuristics to business and military problems. More specifically, Differential Evolution (DE), Genetic Algorithms (GA), Ant Colony,  Particle Swarm, and Tabu Search algorithms. 
  • Hybrid algorithms which include a local search strategy (i.e., linear programming, vertex swap algorithm, or greedy algorithms), within a global meta-heuristic.
  • Fuzzy logic and fuzzy optimization
  • Supervised and Unsupervised Learning

Fleet Management

  • Applications of aforementioned optimization strategies to
    • Fleet staging
    • Fleet composition
    • Maintenance planning
    • Spare parts inventories 

Presentations

Formal Presentations

Pond, G. and Turner, I. Regression Analysis of Historical Blood Donor Patters to Improve Clinic Scheduling. 9th International Conference of Operations Research and Enterprise Systems (ICORES 2020), Valetta, Malta.

Pond, G. and Pittman, J. Forecasting and Costing of a New 105mm Modular Propellant in Support of the Royal Canadian Artillery Regiment. 9th IEEE International Conference in Industrial Technology and Management (ICITM 2020), University of Oxford, UK. 

Cameron, F., and Pond, G., A President’s Legacy: Kendall’s Rank Correlation Methods and Finding Agreement (or Otherwise) in a Problem Solving Group, OR55, September 5, 2013, Exeter, UK. 

Pond, G., and Bruce, J., Exploratory Analysis of the Canadian Army Vehicle Fleet’s Capability to Meet Future Requirements, ASAC Annual Conference, 10 June 2012, St. John’s, NF.

Pond, G., AAR Survey & CFTPO Results, presented to LGen Devlin (Comd CA), MGen Howard (Dep Comd CA), MGen Bowes (Comd, LFDTS), BGen Dabros (DG – Land Staff), and participants of the After-Action Review 2012, 1 June 2012, Kingston, ON.

Woodill, G., Chapman, B., and Pond, G., Building Enhanced Land Force Analysis & Simulation Tools (BELFAST), Canada Netherlands Land Operational Research & Analysis Bilateral, November, 2011, Ottawa, ON.

Cameron, F., Pond, G., Shine, D., and Appleget, J., Using Schools of Thought Analysis to Encourage a Fuller Appreciation of the Richness of Particularly Complicated Problems, OR53, September 6, 2011, Nottingham, UK.

Pond, G., Integrated Survivability Analysis Using a Monte Carlo Simulation, TTCP LND TP3 Annual Meeting, August 9, 2011, Detroit, MI. 

Pond, G., A Comparison of Two Metaheuristics Applied to the Sensor Deployment Problem, ASAC Annual Conference 2011, July 3, 2011, Montréal, QC. 

Pond, G., Facilitating Group Decision-Making Through Schools of Thought Analysis, presentation to Mr. Fred Bowden, DSTO, June 20, 2011, Kingston, ON. 

Cameron, F. and Pond, G., Military Decision Making Using Schools of Thought Analysis – A Soft Operational Research Technique With Numbers, 27th Symposium on Military Operations Research, 31 Aug 2010, Hampshire, UK. 

Simms, B., Wang, Y., Pond, G., and Brimberg, J., A Sensor Deployment Problem, CORS Annual Conference 2011, May, 2011, St. John’s, NF. 

Cameron, F., and Pond, G., Applying School of Thought Analysis to Military Decision Making, ASAC 2010, Regina, SK, Canada.

Pond, G. and Chapman, B., Objective Performance Measurement of Simulated Ground Vehicle Situational Awareness Technologies, McNaughton Sessions (RMC), September, 2009.

Pond, G., Ammunition Reload Requirements of LAV Primary Weapon System Options, International Symposium on Military OR, September, 2009.

Chapman, B. and Pond, G., Comparison of LAV Pl Options for LAV LE, to DLCD, 7 July 2009, and COS(STRAT) 15 July 2009.

Haslip, D. and Pond, G., CIED Process Mapping, to TTCP LND AG-1.

Pond, G., Weapon Systems Option Analysis for the Future Medium Weight Vehicle Capability, to TTCP LND TP3, April, 2009.

Chapman, B. and Pond, G., RWS / Turret Experimentation Through Simulation – Project Update Brief, to DLCD, 13 March, 2009.

Pond, G., Group Decision Support to the Future Indirect Fire Capability Study, DRDC CORA Symposium, Ottawa, 9-10 February, 2009.

Pond, G., Chapman, B., and Cazzolato, F., Turret / RWS: A General Performance Comparison, brief to (A) DLR & DLAVPM 13 Dec 2008; (B) BGen. Tremblay, COS(STRAT) – 5 Dec 2008; and (C)  Army Capability Development Board – 9 Dec 2008.

Pond, G. and Chapman, B., Canada’s Experience w/ IEDs in Afghanistan, TTCP LND AG1/AG-2 meeting, 14 Nov 2008.

Pond, G., RWS/Turret Technology Survey for LAV LE, back-brief to (A) BGen. Tremblay, COS(STRAT), 13 August, 2008, and (B) DAD / DLCD senior officers, 15 Oct 2008.

Pond, G., A Framework for Modelling Blast Effects on Buildings, Vehicles and Personnel, visit of faculty members from the US Air Force Institute of Technology, 20 June, 2007.

Pond, G., Armour Penetration Calculation for JCATS and Target Characterization, visit of New Zealand and Australian defence scientists, 23 March, 2007.

Pond, G., Mathematical Software for OR: Maple 10 and Matlab 7, Short Course on OR, Cornwall, ON, 10 January, 2007. 

Pond, G., A Career in Defence Operational Research and Analysis, Recruitment Seminar, Queen’s University, Nov. 22, 2006.

Pond, G., Dexterity and Workspace Characteristics of Complex Degree-of-Freedom Parallel Manipulators, External PhD defence, University of New Brunswick, Aug. 24, 2006, Fredericton, NB, Canada.

Pond, G., Dexterity and Workspace Characteristics of Complex Degree-of-Freedom Parallel Manipulators, Internal PhD defence, University of New Brunswick, July 6, 2006, Fredericton, NB, Canada.

Pond, G., Differential Evolution: a Global Optimisation Strategy, Guest lecture, University of New Brunswick, March 31, 2006, Fredericton, NB, Canada.

Pond, G. and Carretero, J., Dexterous Workspace Optimization of the 3-PRS Manipulator, Proceedings the 2005 Conference on Intelligent Processing and Manufacturing of Materials (IPMM 2005), July 19-23, 2005, Monterey, California, USA. 

Pond, G. and Carretero, J., Dexterity Analysis of the Tricept Manipulator, Proceedings 2005 CCToMM Symposium on Mechanisms, Machines and Mechatronics, May 26-27, 2005, Saint-Hubert, Quebec, Canada. 

Pond, G. and Carretero, J., Singularity Analysis and Workspace Optimization of the Inclined PRS Manipulator, Proceedings of the 2004 CCToMM M3 Symposium, 2004 CSME Forum, June 1-4, 2004, London, Ontario, Canada. 

Pond, G. and Carretero, J., Kinematic Analysis and Workspace Determination of the Inclined PRS Parallel Manipulator, Proceedings of the 2004 RoManSy, 15th CISMIFToMM Symposium on Robot Design, Dynamics and Control, June 14-18, 2004, Montreal, Québec, Canada.

Awards

(Nomination) Teaching Excellence Award (RMC) (2017)

Best Presentation Award, UK OR Society (2011)

Science and Technology Excellence Award, Defence Research and Development Canada (2010)

Best Overall Paper, International Symposium of Military Operations Research (2010)

Best Paper (Honourable Mention), Administrative Sciences Association of Canada (2010)

Nominated by UNB: Doctoral Prize (23 submissions made nationally), NSERC: Engineering and Computer Science (2007)

Advanced Studies Scholarship (Doctoral), Association of Professional Engineers and Geoscientists of New Brunswick (2005)

Graduate Bursary, University of New Brunswick (2004)

Youth Delegate Award, International Federation for the Promotion of Mechanism and Machine Science (2004)

Service

Academic Service

RMC Department of Management
Department Head (2018-9) Program Chair (2016-9)
MBA Committee (2015-9)

Graduate Examination Committees

PhD Examination Committees 

A Unified Approach to Multi-Server Bulk-Arrival Queues Using Roots - J. Kim (2018)

A Direct Method of Solving (Linear or Nonlinear, Continuous or Discrete) Multicriteria Optimization Problems - Y. Wang (2018)

Master’s Examination Committees 

New and Extended Results in Renewal and Queuing Theories - J. Kim (2016)

Journal Submission Reviews

Reviewer for the following academic journals

  • Journal of Mechanical Design
  • Robotica
  • Robotics and Computer Integrated Manufacturing
  • Interfaces
  • OR Insight
  • Simulation: Transactions of the Society for Modeling and Simulation  
  • Journal of Quality in Maintenance and Engineering

Conference Submission Reviews

  • Administrative Science Association of Canada (ASAC 2018), Toronto 
  • Administrative Science Association of Canada (ASAC 2013), Calgary 
  • Administrative Science Association of Canada (ASAC 2012), St. John’s NF
  • Administrative Science Association of Canada (ASAC 2011), Montreal
  • Administrative Science Association of Canada (ASAC 2010), Regina, SK
  • 10th World Congress on Intelligent Control and Automation, Beijing, China, 2012
  • 8th World Congress on Intelligent Control and Automation, Jinan, China, 2010
  • IEEE International Conference on Automation and Logistics (ICAL 2009), Shenyang, China
  • Administrative Science Association of Canada (ASAC 2009), Niagara Falls
  • Military Modeling and Simulation Symposium (MMS 2009), San Diego, CA.
  • 2005 CCToMM M3 Symposium, Montreal
  • CSME-CCToMM Forum 2004, London, Ontario 

Divisional chair for the Management Science Division of ASAC 2013, Calgary, AB.

Program chair for the Management Science Division of ASAC 2012, St. John’s, NF. 

Coordinator of academic reviews for the Management Science Division of ASAC 2011, Montreal, QC.

Reviewer of publications internal to DRDC-CORA.

Professional Memberships

  • Professional Engineers Ontario (P.Eng.)
  • Administrative Sciences Association of Canada
  • Canadian Operational Research Society