Joseph C. Hartman

Department Chair and Professor
Industrial and Systems Engineering
303 Weil Hall, PO Box 116595
University of Florida
Gainesville, FL 32611
PHONE: (352) 392-1464
FAX: (352) 392-3537
EMAIL:hartman@ise.ufl.edu


Welcome to my homepage! Here, you can learn a little about my work -- both research and teaching. If I ever get around to it, you'll learn a bit more about me too!

I currently serve as Chair of the Department of Industrial and Systems Engineering at University of Florida.

Read on for research, teaching and professional interests, in addition to some fun stuff.


My page seems to be getting bigger by the day, so if you would like to jump to a topic, choose a link. Otherwise, feel free to peruse the whole page!

Textbook: My new undergraduate text Engineering Economy and the Decision-Making Process presents the material in a decision-making context.

Research Interests: Topics that I spend my time researching. This includes links to papers and presentations.

Current Research Projects: Information about projects, sponsors, collaborators and papers.

Students: Information about my graduate (and undergraduate) students and their research.

The Engineering Economist: Information about the journal devoted to the problems of capital investment. I currently serve as Editor.

Teaching Interests: Information on courses I have taught and papers related to teaching research.

Background Information: Further information on schooling, job history, etc.

Professional Interests: Links to societies with which I am an active member.

Some Fun Stuff: Information about my family, favorite music, sports and hobbies.


Undergraduate Textbook

This book presents engineering economy in a decision-making context. After reviewing basic topics such as the cash flows, interest, interest rates, inflation, utility, the time value of money, interest factors, and the cost of capital, the text takes the reader through the decision making process, including:

  • Decision-Making Preliminaries: Topics covered include defining the problem or opportunity; generating solution alternatives; and estimating before and after-tax cash flows.
  • Making the Decision for a Single Project: Topics covered include evaluating a project under certainty (using PW, MVA, IRR, ERR, and BC analysis); risk (payback, project balance, break-even, sensitivity, scenario, and simulation analysis); and with non-economic factors and mutliattributes.
  • Making the Decision for a Multiple Projects: Topics covered include the analysis of revenue and service projects with equal and unequal lives; considering options in time; and multicriteria.
  • Postimplementation Analysis: The text concludes with postimplementation analysis; abandonment; and replacement analysis.

If you are interested in reviewing the text, please visit the Prentice-Hall website: Engineering Economy and the Decision-Making Process. The text comes with a number of online resources.


Research Interests

With my work in the area of industrial engineering, I have had the opportunity to explore many research interests. My research focuses on problems in economic decision analysis. I am interested in developing models that aid in decision making for industry and the government. Specifically, I am interested in the following areas:

  • Engineering Economic Decision Analysis
    • Parallel Replacement Analysis: Determining equipment replacement schedules for groups of assets that are economically interdependent and operate in parallel.
    • Replacement Analysis of Evolving Technologies: Developing models to examine the serial and parallel replacement problem under continuous and breakthrough technological change.
    • Capital Budgeting: Developing models which allocate dollars to projects such that companies meet their investment goals.

Engineering Economic Analysis Publications

  • Transportation Logistics
    • Fleet Replacement: An application of parallel replacement analysis, this work determines replacement schedules for fleets of assets.
    • Network Design: A broad research area generally concerned with fixed charge network flow problems and their applications.
    • Fleet Sizing and Mix: Fleet sizing and mix examines the tradeoff between operating expenses (smaller fleet with high utilization) versus capital expenses (larger fleet with lower utilization) and thus tradeoffs between operating and tactical decisoins.

Transportation Logistics Publications

  • Manufacturing Logistics
    • Investment Justification: Investments in manufacturing systems are extremely expensive. Estimating relevant cash flows can be difficult as costs are hard to quantify and benefits may be intangible. Methods are investigated to aid in decision making in this difficult environment.
    • Investment/Utilization Tradeoffs: Similar to fleet sizing, the number of machines and their utilization rates are interdependent.
    • Capacity Planning: The problems specified above often fall into a larger context of capacity planning, at the machine, line, plant and enterprise level.

Manufacturing Logistics Publications

To tackle these problems, current methods being employed include: Dynamic Programming, as this methodology is excellent for making decisions at discrete points in time and allows for stochastic information. Approximation methods are extensively investigated; Integer Programming, with the use of cutting plane algorithsm; and Networks and Graphs as many decision problems can be represented as networks with nodes representing states and arcs representing decisions.

Optimization Publications


If you would like more information, feel free to drop me an e-mail.


Current Research Projects

  • Equipment Replacement under Technological Change This research examines equipment replacement decisions under continuous and discontinuous technological change. Continuous technological change refers to incremental improvements in available assets over time while discontinuous technological change refers to jumps in technological improvements. Unfortunately, the amount of improvement is usually uncertain. We model this as a stochastic dynamic programming problem. This research is being sponsored in part by the National Science Foundation, PITA, and a local hospital.
  • R&D Investment Decision Analysis Research and development investment decisions are critical to future growth in a number of industries, especially pharmaceuticals. This research examines the case where new projects arrive and previously funded projects come up for renewal. The decision each period is whether to invest in a project (or continue a project) or reject it and reallocate funding to other projects. Approximate dynamic programming techniques are being developed for this large-scale, computationlly challenging problem. This research is sponsored in part by a large, pharmaceutical firm.
  • Capacity Expansion in a Reservation SystemCustomers often reserve capacity from a contract manufacturer over a number of periods (months, quarters or even years). As these potential orders arrive dynamically over time, an interesting question is which orders should be accepted (to reserve capacity) or which should be rejected (freeing capacity for future orders) and when should expansions occur. This research has been sponsored by local manufacturers.
  • Pricing Extended WarrantiesThis research began with Dr. Nat Jack while on sabbatical in Scotland. Using dynamic programming, we are finding optimal policies for consumer decisions (keep an asset with or without a warranty or replace the asset) and also pricing decisions for manufacturers or third party providers of warranties. The work has been extended to developing menus of options with integer programming.
  • Large-Scale Parallel Replacement AnalysisThis research looks at the use of integer and dynamic programming to solve large-scale parallel replacement problems with multiple asset types. As assets are linked economically through budgeting, demand or availability constraints, single asset replacement solutions are no longer valid. Solution techniques include decomposition and cutting plane methods. The technqiues are also being used to examine different combinatorial optimization problems (resource allocation and cutting stock). This research was initiated by an NSF CAREER award.
  • Integrating Asset Utilization and Replacement Decisions. Traditional replacement models, which provide decisions over discrete (annual) intervals, are based on expected operating, maintenance and salvage costs which are dependent on asset utilization levels determined by operational (daily) decisions. However, due to uncertainty associated with operations, such as fluctuating demand or budget levels, these expected utilization levels may not be realized in practice, thus invalidating the replacement schedule. The research links tactical (replacement) and operational (utilization) decisions such that replacement schedules are functions of asset utilization. This work extends to other capital investment decisions, such as capacity planning or expansion. This work is a continuation of the work from an NSF grant and support from a local fleet operator.

Graduate Students and their Research

I have had the good fortune to work with a number of students. Both current students and previous graduates are listed here with their dissertation and/or thesis topic.

Ph.D. Students

Ozer Akus, "Parallel Replacement under Variable Utilization"
Esra Buyuktahtakin, "Integrated Dynamic and Integer Programming"
Chin Hon Tan, "Equipment Replacement under Technological Change"

M.S. Students

Lisa Dipsingh, "Sensitivity Analysis in Dynamic Programming"

Ph.D. Graduates

Kamonkan Laksana, Summer 2007

"Pricing Extended Warranties"

Pinar Keles, Summer 2007, currently with Air Products Corporation

"Evaluating Portfolios of Multistage R&D Investment Projects"

Jennifer Rogers, Spring, 2005, currently with University of San Diego

"Equipment Replacement under Technological Change"

Thomas Perry, Fall, 2004, currently with Agere Systems

"Order Acceptance in Manufacturing Settings"

Jinlong Ban, Fall, 2003, currently with Health Products Research

"The Series-Parallel Replacement Problem"

Shangyuan Luo, Fall, 2003, currently with Sentient Jet

"Generalized Parallel Replacement Analysis"

Peter Huegler, Spring, 2003, currently with Lock Haven University

"Steel Slab Cutting Stock Problem"

Peiling Wu, Spring, 2001, currently with GM Research

"An Integrated Fleet Sizing Model and Two-Phase Solution Approach"

M.S. Graduates

Ozer Akus, Fall 2001, currently in Ph.D. Program

"Dynamic Vehicle Routing"

Adrienne Appello, Spring 1999, currently with Intel

"Multiple Machine Investment and Replacement in a Dynamic Environment"

Molly Clarke, Fall 2001, currently with Alpen, Inc.

"Parallel Replacement Analysis under Variable AssetUtilization"

Lisa Dipsingh, Fall 2006, currently with IBM Business Consulting

"Multiple Replacement Analysis under Budget Constraints"

Nilay Donmez, Spring 2000, currently with American Express

"Parallel Replacement under Economies of Scale"

Matthew Galati, Fall 1999, currently in Ph.D. program

"Parallel Replacement and Utilization Scheduling via Geometric Programming"

Gauruv Galati, Fall 2006, currently in Ph.D. program

"Facility Location and Re-Location with Fixed and Variable Cost Considerations"

Abhishek Jha, Fall 2000, currently with Avadhi Finance and Technology

"Multiple Asset Parallel Replacement and Utilization Analysis"

Pinar Keles, Fall, 2003, currently in the Ph.D. program

"Revisiting the OCRR in Parallel Replacement"

Vahap (Akin) Kisakurek, Fall 2002, currently with Proctor and Gamble

"After-Tax Replacement Analysis"

Alison Kulp, Spring 2003, currently with Productivity Management Consultants

"Optimal Depreciation in Loss-Carrying Forwad Situations"

Tim McGeary, Spring 2006, currently with Lehigh University Library Services

"Electronic Resource Management: A Capital Budgeting Approach"

Vishvesh Oza, Spring 1998, currently with Schneider Logistics

"A Simulation Approach to Fleet Sizing"

Ingrid Schafrik, Spring, 2003, currently with Norfolk Southern

"Analysis of Multiple IRRs"

Kapil Tayal, Spring, 2003, currently with State Farm Insurance

"Facility Location and Relocation"

Gretchen Trump (with R. Berger), Fall, 2005, currently with Air Products

"Network Design and Content Engine Location Analysis"

Nicholas Umoh, Spring 2003

"Portfolio Analysis with Tax Considerations"

Shalu Wadhwa, Fall 2000, currently with American Express

"Analysis of a Network Design Problem"

Hui Wang, Fall 2000, currently with Bank One

"Fleet Assignment and Utilization in the Truck Rental Industry"


Undergraduate Theses

Emily Jarina, Spring 2006, currently with IBM Business Consulting

"Implementing an Equipment Replacement Policy with Multiple Assets and Vintages"

Amanda Jasinowski, Spring 2006, currently with IBM Business Consulting

"On the Feasibility of Wind Power"

Alison Murphy, Fall 2002, currently with ICG Commerce

"Investigations of the Integer Knapsack Problem"

Anthony Hillman, Spring 2001, currently with marketRX

"A Convergent Node Algorithm for Vehicle Routing"


The Engineering Economist

I currently serve as Editor of The Engineering Economist, a quarterly, peer-reviewed journal devoted to problems of capital investment. The journal is published by Taylor and Francis and is supported by both the Institute of Industrial Engineers and American Society of Engineering Education. The journal seeks submissions in the areas of capital investment analysis, cost accounting, cost estimation, cost of capital, economic decision analysis, and engineering economy education.

The Engineering Economist Aims and Scope

Research advances, case studies, book and software reviews are all sought. For more information about submitting an article, consult the following:

Information for Authors


Topics on Teaching

I am currently teaching EIN 4354, Engineering Economy. The course is being maintained on WebCT.

I also research better ways to teach, especially in the area of engineering economy. The following link is to papers and work in progress. As the projects progress, this area of information will grow.

Publications on Teaching


Background Information

I came to Florida from Lehigh University where I served as an Associate Professor in the Department of Industrial and Systems Engineering, holding the Soteria and George N. Kledaras Chair. I took my sabbatical with the Management Science group at the School of Management at the The University of Edinburgh in Scotland. If you ever want to travel to an amazing place.... visit Scotland.

I graduated from the School of Industrial and Systems Engineering at the Georgia Institute of Technology with a Ph.D. in Industrial Engineering, concentrating in Engineering Economic Analysis (June of 1996). I received my B.S. in General Engineering from the University of Illinois at Urbana-Champaign in 1992 and my M.S. in Industrial Engineering from Georgia Tech in 1994.


Professional and Research Links

The Engineering Economist

IIE Engineering Economy Division Homepage

ASEE Engineering Economy Division Homepage

Institute of Industrial Engineers Homepage

INFORMS Homepage

American Society for Engineering Education Homepage

American Association for Higher Education

National Society of Professional Engineers Homepage


The Lighter Side

We had a wonderful sabbatical in Scotland during the 2003-04 academic semester. Just to give you a taste of what we enjoyed on a daily basis:

Edinburgh Castle, not a bad view on a daily basis!
Bass Rock, just off the coast of North Berwick. We definitely miss the sea after living next to it for a year...
St. Andrews, a beautiful college town with amazing sights, including the castle on the sea.


To the ISE Home page

Last updated by jch on 12 November 2007.