SYSM 6301 Systems Engineering, Architecture and Design (3 credit hours) Architecture and design of large-scale and decentralized systems from technical and management perspectives. Systems architectures, requirements analysis, design trade-offs, and reliability through case studies and mathematical techniques. International standardization bodies, engineering frameworks, processes, notations and tool support from both theoretical and practical perspectives. Prerequisites: none
SYSM 6302 Dynamics of Complex Networks and Systems (3 credit hours) Design and analysis of complex interconnected networks and systems. Basic concepts in graph theory, Eulerian and Hamiltonian graphs, traveling-salesman problems, random graphs, power laws, small-world networks, clustering, introduction to dynamical systems, stability, chaos and fractals.
SYSM 6303 (OPRE 6301) Quantitative Introduction to Risk and Uncertainty in Business (3 credit hours). Introduction to statistical and probabilistic methods and theory applicable to situations faced by managers. Topics include: data presentation and summarization, regression analysis, fundamental probability theory and random variables, introductory decision analysis, estimation, confidence intervals, hypothesis testing, and One Way ANOVA (Some sections of this class may require a laptop computer). Prerequisites: none
SYSM 6304 (OPRE 6335) Risk and Decision Analysis (3 credit hours) This course provides an overview of the main concepts and methods of risk assessment, risk management and decision analysis. The methods used in industry, such as probabilistic risk assessment, Six Sigma and reliability, are discussed. Advanced methods from economics and finance (decision optimization and portfolio analysis) are presented. Prerequisites: SYSM 6303 or OPRE 6301
SYSM 6305 Optimization Theory and Practice (3 credit hours) Basics of optimization theory, numerical algorithms and applications. The course is divided into three main parts: linear programming (simplex method, duality theory), unconstrained methods (optimality conditions, descent algorithms and convergence theorems) and constrained minimization (Lagrange multipliers, Karush-Kuhn-Tucker conditions, active set, penalty and interior point methods). Applications in engineering, operations, finance, statistics, and more will be emphasized. Students also will use Matlab’s optimization toolbox to obtain practical experience with the material. Prerequisites: none
SYSM 6306 (BMEN 6372/MECH 6314) Engineering Systems: Modeling and Simulation (3 credit hours) This course will present principles of computational modeling and simulation of systems. General topics covered include: parametric and non-parametric modeling, system simulation, parameter estimation, linear regression and least squares, model structure and model validation through simulation, and numerical issues in systems theory. Techniques covered include methods from numerical linear algebra, nonlinear programming and Monte Carlo simulation, with applications to general engineering systems. Modeling and simulation software is utilized (MATLAB/SIMULINK). Prerequisites: none
SYSM 6307 (EESC 6331/MECH 6300) Linear Systems (3 semester hours) State space methods of analysis and design of linear dynamical systems. Coordinate transformations and tools from advanced linear algebra. Controllability and observability. Lyapunov stability analysis. Pole assignment, stabilizability, detectability. State estimation for deterministic models, observers. Introduction to the optimal linear quadratic regulator problem. Prerequisites: EE 4310 or MECH 4310 or equivalents
SYSM 6308 (CS 6356/SE 6356) Software Maintenance, Evolution and Re-Engineering (3 credit hours) Principles and techniques of software maintenance. Impact of software development process on software justifiability, maintainability, evolvability and planning of release cycles. Use of very high-level languages and dependencies for forward engineering and reverse engineering. Achievements, pitfalls and trends in software re-use, reverse engineering and re-engineering. Prerequisites: CE/CS/SE 5354 or consent of instructor
SYSM 6309 (SE 6361/CS 6361) Advanced Requirements Engineering (3 credit hours) System and software requirements engineering. Identification, elicitation, modeling, analysis, specification, management and evolution of functional and non-functional requirements. Strengths and weaknesses of different techniques, tools and object-oriented methodologies. Interactions and trade-offs among hardware, software and organization. System and sub-system integration with software and organization as components of complex, composite systems. Transition from requirements to design. Critical issues in requirements engineering. Prerequisites: CS/SE 5354 or consent of instructor
SYSM 6310 (SE 6367/CE 6367/CS 6367) Software Testing, Validation and Verification (3 credit hours) Fundamental concepts of software testing. Functional testing. GUI-based testing tools. Control flow-based test adequacy criteria. Data flow-based test adequacy criteria. White box-based testing tools. Mutation testing and testing tools. Relationship between test adequacy criteria. Finite state machine-based testing. Static and dynamic program slicing for testing and debugging. Software reliability. Formal verification of program correctness. Prerequisites: CE/CS/SE 5354 or consent of instructor
SYSM 6321 Financial Engineering I (3 credit hours) Introduction to finance and investments from an engineering perspective. Focuses on the principles underlying financial decision making which are applicable to all forms of investment: stocks, bonds, real estate, project budgeting, corporate finance and more. Intended for students with strong technical backgrounds who are comfortable with mathematical arguments. Primary components: deterministic finance (interest rates, bonds and simple cash-flow analysis); single-period uncertainty finance (portfolios of stocks and pricing theory). Prerequisites: Calculus I and II, basic probability (ENGR 3341 or equivalent)
SYSM 7321 Financial Engineering II (3 semester hours) Advanced theory, methods and applications of financial engineering. Major topics include: advanced theory of derivative pricing and hedging, optimal portfolio growth and general investment evaluation, and quantitative and control-based methods in dynamic portfolio optimization and hedging. Computational methods and an engineering approach will be emphasized. Prerequisites: SYSM 6321 or permission of instructor
SYSM 6V70 Research In Systems Engineering and Management (3-9 semester hours) (May be repeated for credit.) For pass/fail credit only.
SYSM 6V80 Special Topics in Systems Engineering and Management (1–6 semester hours) For letter grade credit only. (May be repeated to a maximum of 9 hours.)
SYSM 6V90 Thesis (3-9 semester hours) (May be repeated for credit.) For pass/fail credit only.
SYSM 6311 (OPRE 6362) Systems Project Management (3 credit hours) Systems project management is the discipline of planning, organizing and managing resources to bring about the successful completion of specific project goals and objectives. The course will cover critical path methods for planning and controlling projects including time and cost trade-offs, resource utilization, organizational design, conflict resolution and stochastic considerations. Prerequisites: none
SYSM 6312 (FIN 6301) Systems Financial Management (3 credit hours) Theoretical and procedural considerations in the administration of the finance function in the individual business firm; planning, fundraising, controlling of firm finances; working capital management, capital budgeting and cost of capital. Pre-/Co-requisite: OPRE 6301 and Pre-/Co-requisite ACCT 6201, Or Pre-/Co-requisite MECO 6303 or consent of instructor .
SYSM 6313 (OB 6332 / HMGT 6324) Systems Negotiating and Dispute Resolution (3 credit hours) This course explores the theories, processes and practical techniques of negotiation so that students can successfully negotiate and resolve disputes in a variety of situations including interpersonal, group and international settings. Emphasis is placed on understanding influence and conflict-resolution strategies; identifying interests, issues and positions of the parties involved; analyzing co-negotiators, their negotiation styles,and the negotiation situations; and managing the dynamics associated with most negotiations. Practical skills are developed through the use of simulations and exercises. Prerequisites: OB6301 or consent of instructor
SYSM 6314 Manufacturing and Service Systems Planning and Analysis (3 credit hours) Manufacturing and Service Systems Planning and Analysis is the study of management related to transforming inputs to outputs for both manufacturing and service organizations. Its fundamental purpose is the adding of value to inputs – materials, labor, capital and management – to create outputs – products or services which customers want – throughout the supply chain. Prerequisites: none
SYSM 6315 (ENTP 6398) The Entrepreneurial Experience (3 credit hours) This course is designed to provide student teams with practical experience in the investigation, evaluation and recommendation of technology and/or market entry strategies for a significant new business opportunity. Projects will be defined by the faculty and will generally focus on emerging market opportunities defined by new technologies of interest to a sponsoring corporate partner. Teams will be comprised of management and engineering graduate students, mentored by faculty and representatives of the partnering company. Evaluation will be based on papers, presentations and other deliverables defined on a case-by-case basis. Prerequisites: ENTP 6370 or consent of instructor
SYSM 6316 (ENTP 6388) Innovation Within the Corporation (3 credit hours) Intrapreneurs are the entrepreneurs within established corporations who combine innovation, creativity and leadership to develop and launch new products, new-product lines and new business units that grow revenues and profits from within. The course seeks to equip student with the skills and perspectives required to initiate new ventures and create viable businesses in dynamic and uncertain environments in the face of organizational inertia and other sources of resistance to innovation. Course topics include the elements of strategic analysis and positioning for competitive advantage in dynamic markets, and the structuring, utilization and mobilization of the internal resources of existing firms in the pursuit of growth and new market opportunities. Prerequisites: OB 6301 and ENTP 6370 or consent of instructor
SYSM 6317 Management of High-Technology Products (3 credit hours) Building on the premise that successful product management involves getting the right product to the right customer at the right price at the right time, the course will teach techniques in product identification and requirements, product development, management of internal resources, including manufacturing, sales and management, costing and pricing decisions, product planning and winning the right design win. Prerequisites: none
SYSM 6318 (MKT 6301) Marketing Management and Marketing Systems Analysis (3 credit hours) Overview of marketing management methods, principles and concepts including product, pricing, promotion and distribution decisions. Prerequisites: none
SYSM 6319 (MECO 6303) Business Economics (3 credit hours) Foundations of the economic analysis of business problems, with special emphasis on the operation of markets and the macroeconomy. Prerequisite: MATH 5304 or equivalent.
SYSM 6320 (BPS 6332) Strategic Leadership (3 credit hours) Addresses the challenge of leading organizations in dynamic and challenging environments. Overall goal is to not only question one’s assumptions about leadership, but also to enhance skills and acquire new content knowledge. Topics include visionary and transformational leadership, post-heroic leadership, empowerment, leveraging and combining resources, designing organizations, and ethics. Prerequisites: none
SYSM 6332 (ENTP 6375) Technology and New Product Development (3 semester hours) This course addresses the strategic and organizational issues confronted by firms in technology-intensive environments. The course reflects six broad themes: (1) managing firms in technology-intensive industries; (2) forecasting key industry and technology trends; (3) linking technology and business strategies; (4) using technology as a source of competitive advantage; (5) organizing firms to achieve these goals; and (6) implementing new technologies in organizations. Students will analyze actual situations in organizations and summarize their findings and recommendations in an in-depth term paper. Case studies and class participation are stressed. Prerequisites: none
SYSM 6333 (OB 6301) Systems Organization Behavior (3 semester hours) The study of human behavior in organizations. Emphasizes theoretical concepts and practical methods for understanding, analyzing and predicting individual, group and organizational behavior. Topics include work motivation, group dynamics, decision making, conflict and negotiation, leadership, power, and organizational culture. Ethical and international considerations are also addressed. Prerequisites: none