By Xuan F. Zha

This e-book offers the new advances in multi-mobile agent platforms, the product improvement procedure, fuzzy good judgment structures, neural networks and ambient clever environments between many different concepts during this fascinating box

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Clustering result of smile-face by CACO algorithm Figure 28. Clustering result of smile-face by DBSCAN algorithm Figure 29. Clustering result of smile-face by CURE algorithm Copyright © 2007, Idea Group Inc. Copying or distributing in print or electronic forms without written permission of Idea Group Inc. is prohibited.

Disconnect the path between two objects if the pheromone level between these two objects is smaller than Avgt. All the objects connected together are in the same cluster. Experimental Results for Data Clustering The experiments were carried out to test the performance of the data clustering for ant colony optimization with different favor (ACODF), DBSCAN, CURE, and the proposed Figure 14. Clustering result of CACO Figure 15. Clustering result of CACO (N1 = (N1 = 1 ) 55 1 ) 20 Copyright © 2007, Idea Group Inc.

70%, respectively. 52%, respectively. The ST70 data set was used for the second experiment. 92%, respectively. Copyright © 2007, Idea Group Inc. Copying or distributing in print or electronic forms without written permission of Idea Group Inc. is prohibited. 44%, respectively. 1 2 3 4 5 6 7 8 9 10 Ave Seed AS 1,80 730 730 731 720 727 727 698 726 721 718 723 ACS 1,80 683 680 681 678 676 673 675 679 672 685 678 Strategy 1 4,20 8,10 657 655 657 655 644 646 645 648 641 643 656 655 642 644 646 651 645 646 643 651 648 649 Strategy 2 4,20 8,10 648 653 650 647 655 655 651 654 648 663 648 644 649 658 653 662 651 656 654 647 651 654 Strategy 3 4,20 8,10 649 645 643 648 641 646 651 647 648 656 645 655 646 648 658 645 652 642 645 645 648 648 Strategy 4 4,20 8,10 654 644 647 649 653 646 647 647 651 651 648 649 651 650 647 645 649 650 652 651 650 648 Strategy 5 4,20 8,10 646 651 641 650 641 648 643 646 644 650 647 653 650 646 653 650 652 647 646 647 646 649 Strategy 6 4,20 8,10 646 653 660 643 646 645 642 647 647 651 651 653 647 648 647 653 649 651 646 652 648 650 Strategy 7 4,20 8,10 647 646 648 643 648 642 650 652 647 647 644 655 645 645 652 655 646 650 650 648 648 648 Table 1.

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