Expert Details
Systems Optimization in Production Planning, Scheduling, Logistics, and Routing Scenarios
ID: 724544
Florida, USA
The expert has contributed novel research in top journals on the topic of integer linear programming, and has used this technique to solve problems in real-world application areas. Some applications that the expert has addressed in his research using integer programming include air transportation, production, logistics, military organization, radiation treatment, radar deployment and operations, sports league scheduling, and so on. Integer programming theory draws from linear programming theory; the expert regularly teaches in all of these areas.
The expert focuses on computational optimization; particularly on difficult optimization problems for which traditional approaches cannot provide solutions within reasonable computational limits. For instance, a recent study by the expert tackled a problem in radiation therapy treatment for cancer patients that previously could not be solved within days of computational time. The new algorithm provided by the expert and his colleagues was able to solve most practical instances within 30 minutes, without using increased computer power. This study is an example of the computational optimization field in general, and of the expert's research program.
The expert has focused on many large-scale optimization projects, including those that consider uncertainty in data and future events. Some such applications involve a game played between two agents, where one agent is trying to optimally destroy another agent's infrastructure. Anticipating the attacking agent's moves, the defending agent may wish to fortify his infrastructure before the attacker acts. Each of these types of problems requires the application of decomposition strategies. The expert has authored recent theoretical developments that allow for the solution of integer programs by decomposition that could not previously have been addressed.
Design problems, including airspace organization and network design, comprise a large portion of the expert's research program. In particular, the expert has been a research leader in interdiction and survivability problems, in which one designs a network to withstand intelligent attacks and/or accidental damage at minimum cost.
As a part of the expert's combinatorial optimization research program, dynamic programming is often employed. In particular, the expert has used dynamic programming to quickly solve problems that could not be solved by integer programming techniques in an acceptable amount of time. One such problem occurs on tree networks, where one could envision sensors that could monitor neighboring nodes except for the one on which they were located. Even if sensors have different installation costs at nodes, and different monitoring radii, the expert showed that the problem could be solved quickly using dynamic programming (but not by a traditional integer programming approach). A similar result, using a more complex dynamic program, was shown for a computer security problem in which sentries are deployed on network nodes to limit the severity of Distributed Denial of Service attacks.
The expert has derived mathematical optimization models for problems including air transportation, production, logistics, military organization, network security, radiation treatment, radar pulse interleaving, sports league scheduling, and so on. In addition, the expert has also worked with local industry on several collaborative projects with students, ranging from radar tracking management to bus routing to employee load balancing. Each of these applications involves stating a formal mathematical description of the problem, and then investigating methods by which the systems can be optimized.
The expert has worked in quadratic and non-convex optimization theory, with one focused project on the design of computer chips, and another on the design of reliable routing schemes. The theme of the expert's research and resulting algorithms lies in a unification of optimization techniques in the integer and nonlinear programming fields.
The expert has conducted numerous studies in large-scale network optimization problems, and interdiction studies in network design. The techniques used for such problems overlap the areas of linear, integer, and dynamic programming, and utilize computational optimization theory. Applications of network flow and design studied by the expert arise in transportation and logistics, telecommunications, manufacturing, and military fields, for instance.
Education
Year | Degree | Subject | Institution |
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Year: 1996 | Degree: BS | Subject: Mathematical Sciences | Institution: Clemson University |
Year: 2000 | Degree: PhD | Subject: Industrial and Systems Engineering | Institution: Virginia Tech |
Work History
Years | Employer | Title | Department |
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Years: 2005 to 2007 | Employer: University of Florida | Title: Associate Professor | Department: Industrial and Systems Engineering |
Responsibilities:Research in mathematical programming and operations research. Lecturing PhD and MS level courses. Service responsibilities such as journal and book editing and graduate committee affairs. |
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Years | Employer | Title | Department |
Years: 2000 to 2005 | Employer: University of Arizona | Title: Assistant Professor | Department: Systems and Industrial Engineering |
Responsibilities:Research, teaching, and service, as outlined in the U. of Florida job. |
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Years | Employer | Title | Department |
Years: 2003 to 2003 | Employer: National Security Agency | Title: Distinguished Visiting Professor | Department: |
Responsibilities:Conducting research and supervising students' research on various problems of interest to the NSA; taken as a summer sabbatical. |
Government Experience
Years | Agency | Role | Description |
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Years: 2003 to 2003 | Agency: NSA | Role: Distinguished Visiting Professor | Description: His job was to conduct research projects, and assist students' research projects, on classified projects of interest to the NSA |
Career Accomplishments
Associations / Societies |
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Institute for Industrial Engineers, Society for Industrial and Applied Mathematics, Institute for Operations Research and the Management Sciences |
Professional Appointments |
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Associate Editor of six journals; guest editor of an issue of Networks |
Awards / Recognition |
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Expert has won the Young Investigator Award from the Office of Naval Research. His dissertation won first prize in a national Industrial Engineering dissertation competition. |
Publications and Patents Summary |
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Expert has currently published 32 papers, two book chapters, and has edited two books in his first seven years. |
Additional Experience
Expert Witness Experience |
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Has written letters for lawyers regarding the validity of certain degree programs and the nature of research conducted for a particular job (e.g., the permanence of a job, the necessity of having a college degree to complete such a job). |
Training / Seminars |
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Teaches a course in our off-campus Outreach Engineering Management program on Operations Management. These students are full-time employees of companies like Raytheon, Lockheed-Martin, Harris, and NASA. Also, he supervises projects that they tackle as a part of their graduation requirements. Have given seminars to Department of Defense on modern optimization techniques. Provided short courses for professors in Universidad Autonoma de Baja California (Mexico) on mathematical programming. |
Marketing Experience |
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He has been a prolific researcher in the field of Industrial and Systems Engineering, which centers on Operations Management. This has afforded him the opportunity to view much other research in the area, both from a practical and a theoretical perspective. This field is dramatically underutilized in competitive business environments, and a personal goal (as well as a goal of my profession) is to expand his presence not only in the corporate world, but also in optimizing service sector industries such as health care and clean energy production. |
Other Relevant Experience |
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His engineering background intersects heavily with business, mathematics, and computer science, and can either provide expertise in those areas, or quickly refer his client to the right resources. |
Fields of Expertise
industrial systems engineering, applied mathematics, industrial engineering, operations management, operations research, optimization, integer programming, linear programming, simplex method, sequential-simplex optimization, mathematics, computation, decomposition method, design optimization, dynamic programming, mathematical model, mathematical optimization model, nonlinear programming, network flow, shortest path problem, air transportation, theory of constraints, business management, min-max technique, set theory, supply chain management, linear system, computational method, iterative method, fixed cost, computer programming, optimum design, Federal Aviation Administration, optimization theory programming system, computer, scheduling, quadratic programming, numerical optimization, maxmin technique, management decision-making, linear inequality, inventory model, game theory, computational mathematics