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CIS 661: Systems Simulation
3.00 Credits
New Jersey Institute of Technology
Prerequisites: an undergraduate or graduate course in probability theory and statistics, and working knowledge of at least one higher-level language. An introduction to the simulation of systems, with emphasis on underlying probabilistic and statistical methodologies for discrete-event simulations. Design of simulation applications, and simulation programming in a high-level language. Algorithms for the generation of pseudorandom numbers. Algorithmic methodologies for the simulation of discrete and continuous probabilistic processes. Use of statistical tools. Simulation of queuing systems. Applications of simulation to a variety of system studies. The special purpose simulation language GPSS is studied in detail. Effective Until: Summer 2006
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CIS 662: Model Analysis and Simulation
3.00 Credits
New Jersey Institute of Technology
Prerequisite: introductory course in simulation. Advanced topics in simulation methodology, including design of simulation experiments, variance reduction techniques, estimation procedures, validation, and analysis of simulation results. Queueing systems. Implementing a simulation with the SIMSCRIPT language. Models of continuous systems with applications to elementary socio-economic and industrial systems. Utilization of the DYNAMO II language. Effective Until: Summer 2006
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CIS 662 - Model Analysis and Simulation
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CIS 663: Advanced System Analysis and Design
3.00 Credits
New Jersey Institute of Technology
This course focuses on the systems analysis and design techniques employed in the development of software applications. Topics include software process and process models ( e.g. Rational Unified Process), project management, structured and object oriented analysis, system design, quality systems, system and software architecture, design patterns, re-use and component-based design, change control and configuration managemnet. Analysis and design will be covered primarily from an object oriented perspective. Students will read selected material from the literature, actively participate in discussions, labs and exercises in addition to participating in projects that involve analysis and design for real-world problems. Effective Until: Summer 2006
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CIS 665: Algorithmic Graph Theory
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 610. The elements of the theory of graphs and directed graphs with motivating examples from communication networks, data structures, etc; shortest paths, depth first search, matching algorithms, parallel algorithms, minimum spanning trees, basic complexity theory, planarity, and other topics. Programming assignments are included. Effective Until: Summer 2006
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CIS 667: Design Techniques for Algorithms
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 610. An introduction to the principles of major design techniques in algorithms. Examples from a variety of topics and problems in computer science are used to demonstrate these design techniques and their appropriate application. Effective Until: Summer 2006
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CIS 667 - Design Techniques for Algorithms
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CIS 668: Parallel Algorithms
3.00 Credits
New Jersey Institute of Technology
Prerequisites: CIS 610 and CIS 650. This course examines a variety of parallel algorithms and architectures. Shared memory algorithms and algorithms for special architectures (tree processors, grids, systolic arrays, butterflies) are considered. The basic theory of algorithm/architecture performance will be described. Effective Until: Summer 2006
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CIS 668 - Parallel Algorithms
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CIS 669: Computational Geometry
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 610 or permission of the instructor. Intensive study of the fundamentals of computational geometry data structures and algorithms. Emphasis is on the design of efficient algorithms and data structures, proofs of their correctness and complexity analysis. Fundamental topics including geometric searching, convex hull computation, nearest/farthest searching, Voronoi diagrams, Euclidean minimum spanning trees, planar triangulation, planar point location, arrangement of lines. Effective Until: Summer 2006
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CIS 670: Artificial Intelligence
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 610 and CIS 631. Fundamental concepts and general techniques in artificial intelligence. Main topics include goal tree search, logic and deduction, adduction, uncertainty, fuzzy logic, knowledge representations, machine learning, vision, and action planning. The LISP programming language is used extensively. Students are required to do programming assignments, complete a programming term project, and review case studies. Effective Until: Summer 2006
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CIS 671: Knowledge-Based Systems
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 670 or equivalent. Deals with the underlying architectures of classical knowledge-based systems, i.e., systems based on a knowledge representation formalism that are built by knowledge acquisition from a domain expert; and advanced database systems, especially object-oriented and deductive databases. Effective Until: Summer 2006
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CIS 672: Expert System Methods and Design
3.00 Credits
New Jersey Institute of Technology
Prerequisite: CIS 670. Deals with expert systems, expert system shells, programming of rule-based systems, selection of shells, verification and validation of expert systems, and knowledge acquisition techniques for extracting knowledge from domain experts. Effective Until: Summer 2006
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