Zhengxin Chen's Computational Intelligence for Decision Support PDF

By Zhengxin Chen

ISBN-10: 0849317991

ISBN-13: 9780849317996

Clever choice aid will depend on suggestions 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 way of integrating AI and DBMS, Computational Intelligence for selection help produces what different texts do not: an evidence of ways to take advantage of AI and DBMS jointly to accomplish high-level selection making.Threading correct disciplines from either technology and undefined, the writer methods computational intelligence because the technology built for choice aid. using computational intelligence for reasoning and DBMS for retrieval brings a couple of extra lively position 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 aid history. The examples illustrate the massive variety of functions and an annotated bibliography permits you to simply delve into matters of higher interest.The built-in standpoint creates a booklet that's, unexpectedly, technical, understandable, and usable. Now, greater than ever, it is necessary for technology and company employees to creatively mix their wisdom to generate powerful, fruitful choice aid. Computational Intelligence for choice aid makes this activity workable.

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Extra info for Computational Intelligence for Decision Support (International Series on Computational Intelligence)

Example text

The neighbors of a node correspond to the assignments that are close to the assignment represented by the node. Initially a single node is selected to start. Maintaining a single node at each © 2000 by CRC Press LLC state, the algorithm selects the neighbor of the node with the highest heuristic value, and use that as the next node to search from. The algorithm stops when no neighbor has a higher value than the current node. A general description of the best first search algorithm is shown below.

Comparing BFS versus DFS, DFS is more space efficient while BFS is guaranteed to get the optimal solution and is complete. The table also clearly indicates that IDDFS combines the merit of both BFS and DFS. 1 Comparison of uninformed search algorithms Criterion BFS DFS IDDFS Time bd bd bm Space bd bm bd Complete? N Y Y Optimal? 2 HEURISTIC SEARCH The search methods discussed so far all perform blind search, because none of these methods would evaluate the "goodness" of a state to be explored. In order to make search more effective and more efficient, it would be beneficial to develop some criteria to evaluate the "goodness" of each state.

Among the developments were the work of logicians such as Alonzo Church, Kurt Godel, Emil Post and Alan Turing; the new field of cybernetics which was proposed by Norbert Wiener to bring together many parallels between human and machine; the work in formal grammars; as well as others. The mid-1950s are generally recognized as the official birth date of computational intelligence when the term "artificial intelligence" (AI) was coined. Computational intelligence is interdisciplinary in nature, and has overlap with many fields such as engineering, mathematics, linguistics, cognitive science and philosophy.

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

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