By Charles J. Petrie
Automated Configuration has lengthy been the topic of in depth study, specially in man made Intelligence. it's a pervasive challenge to be solved, and it's a solid try of assorted wisdom illustration and reasoning thoughts. the matter exhibits up in purposes reminiscent of a variety of electric circuit layout, software computing or even concurrent engineering.
Automated Configuration challenge fixing defines the ever-present challenge, illustrates a few of the answer ideas, and contains a survey utilizing those concepts from the mid-70's until eventually the mid-90's. in this time, quite a few normal techniques have been built, after which turn into extra really expert. This booklet covers the improvement of the final challenge fixing innovations for computerized configuration, that are in response to either released educational paintings and patents.
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Extra resources for Automated Configuration Problem Solving
COSMOS also used a frame system to express both the usual combination “is-a” and “has-part” component structure model, but also for all properties of such components expressed as resources, including connection properties, such as containing cages, slots and ports. Components were generally selected to try to satisfy resource requests, beginning with one supplied by the user. The control knowledge represented was about which resources next to try to balance. Each component was described by the resources it consumed and/or provided.
There is no specific algorithm for PLAKON. Rather it allows for the representation of various control strategies. Notably, these strategies might contain branches and loops, which is a very difficult issue in planning a configuration. For backtracking, four modes are possible. The simplest is “XCON” mode, in which there is no backtracking. Chronological backtracking is facilitated, as is DDB. Parallel worlds were another mode proposed, using an ATMS , but this purely breath-first search method has shown not to be feasible for problems as described in : the solution consists of a set of single choices of variable assignments that should be consistent, which characterizes most configuration problems.
The system was commercialized in 1989 and continued into the twenty-first century . Trilogy  was more general than circuit board configuration but describes a very specific component structured hierarchy and associated with this component structured hierarchy a specific algorithm for solving computer configuration problems. This was an example specialized generate-and-test as discussed in Sect. 4 and was the basis for a very successful commercial system . Because the hierarchy and algorithm is specific, it has the advantage of not having to represent much control knowledge that caused problems in earlier systems.
Automated Configuration Problem Solving by Charles J. Petrie