Multi-objective probabilistic planning has been used in many domains for synthesizing behavior for autonomous systems in uncertain environment, where the systems must optimize their behavior for multiple qualities of concern referred to as quality attributes. It is important for humans overseeing or interacting with those systems to understand i what the planning solutions are, and what quality-attribute properties those solutions have, and ii why the planning processes selected those solutions, in terms of the quality attributes of concern. Multi-objective probabilistic planning can be formulated as multi-objective Markov decision processes MDPs.
The report, including an abstract, must be suitably documented and illustrated, should be at least words in length, must be type-written on one side of Structural efficiency and economy: Selection and preliminary design of building structural systems, materials and components.
A case study or a project is required. Computer systems for energy management, including scheduling and operation of HVAC systems and lighting.
Applications for intelligent buildings. Use of simulation and knowledge-based software for automatic regulation of building operation. Diagnosis of malfunctions and modifications of operations. Computerized building security systems.
Actions during extraordinary conditions such as fire emergencies. A project is required. Database requirements for engineering tasks. Design of database schema and implementation in commercially available DBMS. Engineering data modelling techniques.
Students who have taken ENGR may not take this course for credit. Identification of objects and definition of their arrangement and interaction to model engineering processes.
Overview of the life-cycle of an engineering software project.
Project on implementation of a small scale computer-aided engineering system. Algorithmic versus knowledge-based programming for engineering applications.
Emphasis on knowledge-based systems and their characteristics, capabilities and limitations. Case studies in design, failure diagnosis and processing of standards. Steady state heat conduction.
Convection and radiation heat exchange. Theory of air vapour mixtures. Introduction to heat transfer in building environment.“What has been my prettiest contribution to the culture?” asked Kurt Vonnegut in his autobiography Palm regardbouddhiste.com answer?
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Software-intensive systems are increasingly expected to operate under changing conditions, including varying user needs and workloads, fluctuating resource capacity, and degraded parts. Furthermore, considering the scale of systems today, the high availability demanded of them, and the fast pace at which conditions change, it is not viable to rely mainly on humans to.