Download Artificial Intelligence in Engineering Design. Models of by Christopher Tong (Eds.) PDF

By Christopher Tong (Eds.)

ISBN-10: 0126605610

ISBN-13: 9780126605617

ISBN-10: 0126605629

ISBN-13: 9780126605624

ISBN-10: 0126605637

ISBN-13: 9780126605631

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Additional resources for Artificial Intelligence in Engineering Design. Models of Innovative Design, Reasoning about Physical Systems, and Reasoning about Geometry

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First, local behaviors are computed from two-dimensional configuration spaces, defined by the objects’ degrees of freedom. Global behaviors are then deter­ mined by composing pairwise local behaviors. 5. 1. Identifying the Design Task Identifying the design task involves defining the task and classifying it. I. Knowledge acquisition to define the design task To define a design task, we must acquire knowledge defining: • the class of problems that can be solved; • the class of candidate solutions that contains a set of acceptable solutions to the problem; • the domain theory, the body of domain-specific knowledge that is accessed in solving such problems, and constrains what is con­ sidered to be an acceptable solution.

Design as part of a larger engineering process. Design is only one phase or INTRODUCTION 49 aspect of a larger engineering process that also includes market studies, concep­ tualization, research and development, manufacturing, testing, maintenance and marketing. The more the design process can be integrated with the other en­ gineering phases, the more cost-effective the entire process will be. , manufacturing con­ straints) and reformulated so that they are expressed in the language of the ear­ lier phases.

A category such as "parameter instantiation task" may be aptly applied to one subtask, and be inappropriate for another. Reference [5] makes some further points about task decomposition and associating different methods with different types of subtasks. 2. I. Conventional routine design In many cases, knowledge-based models of design are simply inappropriate, or would constitute overkill; conventional methods suffice for solving the task (or subtask). Some design tasks can be cast as a set of linear constraints C(s) on a set of real-valued variables, plus an objective function O(s) on these variables; for such problems, the methods of linear programming apply.

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Artificial Intelligence in Engineering Design. Models of Innovative Design, Reasoning about Physical Systems, and Reasoning about Geometry by Christopher Tong (Eds.)

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