Computational Intelligence in Data Mining—Volume 2: by Himansu Sekhar Behera, Durga Prasad Mohapatra PDF

By Himansu Sekhar Behera, Durga Prasad Mohapatra

ISBN-10: 8132227298

ISBN-13: 9788132227298

ISBN-10: 813222731X

ISBN-13: 9788132227311

The publication is a set of fine quality peer-reviewed examine papers offered within the moment foreign convention on Computational Intelligence in information Mining (ICCIDM 2015) held at Bhubaneswar, Odisha, India in the course of five – 6 December 2015. The two-volume lawsuits deal with the problems and demanding situations for the seamless integration of 2 middle disciplines of computing device technology, i.e., computational intelligence and knowledge mining. The e-book addresses assorted equipment and strategies of integration for boosting the final aim of knowledge mining. The ebook is helping to disseminate the data approximately a few leading edge, energetic learn instructions within the box of information mining, desktop and computational intelligence, in addition to a few present concerns and purposes of comparable topics.

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Extra resources for Computational Intelligence in Data Mining—Volume 2: Proceedings of the International Conference on CIDM, 5-6 December 2015

Example text

The selected bit would decide the retention of cache block in last level cache. This model maintains and stores the access and bypasses the historical value in a table. A saturating counter for 2-bits is used to store for each cache block. On an LLC miss on any block, the block’s counter in the bypass buffer is referred. If the counter value becomes less than 3, then it predicts that block not to re-access till it’s stay in the cache and subsequently bypass. The counter of that block gets increments.

It defines the network and application layers. For sensor network applications the major requirements are: (1) (2) (3) (4) Long batter life. Low cost. Small footprint. Mesh networking. ZigBee will support these requirements. The main layers in this protocol are Application layer (APL), Application framework, Application objects, ZigBee Device Object (ZDO), Application Support Sub layer (APS), Service Security Provider (SSP), Network layer, Medium Access Control layer (MAC), Physical layer. The key features of this protocol are (1) high performance, (2) low cost, (3) advanced networking and security, (4) low power, (5) easy to use.

1) and (2) are given by Ir ðt Þ ¼ i A1 h ðb þ kÞtw Àbt e À ekt ; bþk and Io ðtÞ ¼ weÀct ; 0 0 t t tw tw : ð3Þ ð4Þ Further, when t 2 ½tw ; TŠ, the inventory level in OW is governed by the following differential equation: dIo ðtÞ þ cIo ðtÞ ¼ ÀDðtÞ; dt tw t ð5Þ T with the boundary condition Io ðTÞ ¼ 0. The solution of Eq. (5) is given by I0 ðt Þ ¼ i A1 h ðc þ kÞTÀct e À ekt ; cþk tw t T: ð6Þ Now, the total annual relevant cost Z consists of the following elements: o (i) Cost of placing orders: ðCOÞ ¼ A T: (ii) Annual cost of carrying inventory: ðCCÞ The annual cost of carrying inventory in RW during the interval ½0; tw Š and the annual cost of carrying inventory in OW during ½0; TŠ are o!

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Computational Intelligence in Data Mining—Volume 2: Proceedings of the International Conference on CIDM, 5-6 December 2015 by Himansu Sekhar Behera, Durga Prasad Mohapatra


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