Artificial Intelligence and Expert Systems for Engineers
Book from gdlhub / 2012-06-23 14:44:49
Oleh : C.S. Krishnamoorthy; S. Rajeev, CRC PRESS
Dibuat : 2012-06-23, dengan 1 file
Keyword : Artificial Intelligence, Expert Systems, Engineers
Sumber pengambilan dokumen : Internet (4Share)
Systems (DBMS) provided engineers with necessary tools for handling and manipulating the large amount of
data generated during processing in a systematic and efficient manner. Integration of spatial information
handling and graphical presentation with DBMS provided a very powerful tool, viz., the Geographical
Information System (GIS), which has really revolutionised computer-assisted execution of many tasks in
many disciplines of engineering. Still, all these developments helped only numerical computing-intensive,
data-intensive and visualisation-based problems. One of the major tasks in many of the activities mentioned
earlier is decision making, which is required in different stages of execution of each of the tasks. Decision
making requires processing of symbolic information in contrast to the conventional data processing, handling
of facts and inference using domain knowledge. Inference is nothing but search through the knowledge base
using the facts. The intensive research carried out in the area of AI in the last four decades resulted in the
emergence of a number of useful techniques which can be used for solving many complex problems.Engineer utilise principles of science and mathematics to develop certain technologies. These technologies are
then used to create engineered artifacts such as products, structures, machines, processes or entire systems.
However, this is too abstract a definition for the engineers sphere of operation. It must be analysed in greater
detail for an understanding of how engineers create the artifacts that improve the quality of life. When an
engineer creates an artifact in any area of application, he has to employ a host of related activities like
planning, conceptual design, analysis, detailing, drafting, construction, manufacturing and maintenance.
Depending on the type of problem that is being addressed and the domain, different combinations and
different sequences of these activities are undertaken. Right from the days of ENIAC, the first digital
computer, computers have been extensively used by the engineering community to expedite or automate some
of the numerous tasks. The history of the use of computers in engineering problems parallels the
developments in computer hardware and software technology. Such developments have advanced at such an
unbelievable pace in the past fifteen years that todays desktop computers are far more capable than the
mainframe computers of the last decade. Developments are not constrained to faster CPUs alone. The
emergence of improved paradigms such as parallel and distributed computing, backed up by appropriate
software environments, has virtually transformed the direction of research in computer usage in engineering.
From the development of faster and faster algorithms, we have moved to developments for evolving improved
methods of assistance. This has resulted in the transformation of computers from large numerical computing
machines to aids to engineers at every stage of problem solving.
Numerical computing-intensive tasks were the early applications attempted to be solved with the aid of
computers in the early days of computer usage by the engineering community. Research in the areas of
computer graphics, database management systems and Artificial Intelligence (AI) along with the development
of faster and more powerful hardware platforms accelerated and widened the use of computers for
engineering problem solving. Computer graphics tools improved the visualisation capabilities, thereby
making it possible for complete graphical simulation of many engineering processes. DataBase Management
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