Download PDF by Zhengxin Chen: Computational Intelligence for Decision Support

By Zhengxin Chen

ISBN-10: 0849317991

ISBN-13: 9780849317996

Clever determination aid is determined by innovations from quite a few disciplines, together with synthetic intelligence and database administration platforms. lots of the present literature neglects the connection among those disciplines. by means of integrating AI and DBMS, Computational Intelligence for selection help produces what different texts do not: an evidence of ways to exploit AI and DBMS jointly to accomplish high-level determination making.Threading suitable disciplines from either technological know-how and undefined, the writer techniques computational intelligence because the technological know-how built for choice help. using computational intelligence for reasoning and DBMS for retrieval brings a couple of extra lively function for computational intelligence in determination aid, and merges computational intelligence and DBMS. The introductory bankruptcy on technical facets makes the fabric available, without or with a choice help heritage. The examples illustrate the big variety of functions and an annotated bibliography permits you to simply delve into matters of better interest.The built-in standpoint creates a booklet that's, unexpectedly, technical, understandable, and usable. Now, greater than ever, it will be significant for technological know-how and enterprise staff to creatively mix their wisdom to generate potent, fruitful selection aid. Computational Intelligence for determination help makes this job potential.

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Additional resources for Computational Intelligence for Decision Support (International Series on Computational Intelligence)

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Note that although the Turing test has been a well-known concept, it is not without controversies. A rich literature exists on the topic of measuring intelligence. However, in this book we will not get into more detail about this debate. 4 BASIC ASSUMPTIONS OF COMPUTATIONAL INTELLIGENCE Computational intelligence is considered as an empirical inquiry due to its exploratory nature. The complex tasks involved in computational intelligence require us to make reasonable assumptions, and carry out research based on these assumptions.

Graphs serve as a useful vehicle to model many real-world problems. State space search (to be discussed later in this chapter) can usually be conducted through graph search algorithms, where the states form the vertices of a graph. 8. The graph is a very general concept and many other data structures can be considered as special cases of a graph. For example, a © 2000 by CRC Press LLC tree can be viewed as a graph in which two nodes have at most one path between them. A network can also be considered as a graph.

So this formula says that transforming a situation is done by encoding both the transformation and situation and then decode them. In the remaining part of this chapter, we will examine the two most important issues of computational intelligence under the UTC framework, namely, search and representation. 1 ABSTRACT DATA TYPES AND DATA STRUCTURES The remaining part of this chapter is devoted to basics of search. We start with an informal review for some important abstract data types. The purpose of this review is to make our discussion somewhat self-contained.

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Computational Intelligence for Decision Support (International Series on Computational Intelligence) by Zhengxin Chen

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