Computational Intelligence: Principles, Techniques and - download pdf or read online

By Amit Konar

ISBN-10: 3540208984

ISBN-13: 9783540208983

ISBN-10: 3540273352

ISBN-13: 9783540273356

The ebook Computational Intelligence: rules, suggestions and purposes provides either theories and purposes of Computational Intelligence in a transparent, distinctive and hugely accomplished kind. The textbook addresses the elemental facets of Fuzzy units and good judgment, Neural Networks, Evolutionary Computing and trust Networks. the applying parts comprise Fuzzy Databases, Fuzzy keep an eye on, snapshot knowing, specialist platforms, item attractiveness, felony research, Telecommunication Networks and clever Robots. The booklet comprises many numerical examples and homework issues of enough tricks in order that the scholars can resolve them all alone. rising components of Computational Intelligence corresponding to synthetic lifestyles, particle swarm optimization, man made immune platforms, fuzzy chaos thought, tough units and granular computing have additionally been addressed with examples during this booklet. The publication ends with a dialogue on a couple of open- ended examine difficulties in Computational Intelligence. Graduate scholars to pursue their study during this topic will enormously be benefited with those problems.

Show description

Read or Download Computational Intelligence: Principles, Techniques and Applications PDF

Best computer vision & pattern recognition books

Henrik I. Christensen, Jonathon Phillips, H. I. Christensen,'s Empirical Evaluation Methods in Computer Vision PDF

This article presents finished assurance of equipment for the empirical review of computing device imaginative and prescient ideas. the sensible use of machine imaginative and prescient calls for empirical assessment to make sure that the final method has a assured functionality. The paintings includes articles that disguise the layout of experiments for review, variety photograph segmentation, the review of face acceptance and diffusion tools, picture matching utilizing correlation equipment, and the functionality of scientific picture processing algorithms.

New PDF release: Video Astronomy on the Go: Using Video Cameras With Small

Writer Joseph Ashley explains video astronomy's many merits during this accomplished reference advisor for amateurs. Video astronomy deals a superb option to see items in a long way larger aspect than is feasible via an eyepiece, and the power to take advantage of the fashionable, entry-level video digicam to photo deep area gadgets is an excellent improvement for city astronomers particularly, because it is helping avoid the difficulty of sunshine pollutants.

Get Efficient Predictive Algorithms for Image Compression PDF

This ebook discusses effective prediction strategies for the present cutting-edge excessive potency Video Coding (HEVC) common, concentrating on the compression of a variety of video signs, reminiscent of 3D video, mild Fields and usual pictures. The authors start with a assessment of the cutting-edge predictive coding equipment and compression applied sciences for either 2nd and 3D multimedia contents, which supplies a superb place to begin for brand spanking new researchers within the box of photograph and video compression.

Extra info for Computational Intelligence: Principles, Techniques and Applications

Sample text

IÀiÊÊ«Ê>˜`ʵÊ>ÀiÊLˆ˜>ÀÞÊ«Àœ«œÃˆÌˆœ˜ÃÊ­ˆ°i°Êv>VÌÃÊ܈̅ÊLˆ˜>ÀÞÊÌÀÕ̅ÊÛ>ÕiîÊ>˜`Ê . ]Ê ÜiÊ >ÃÈ}˜Ê >Ê Vœ˜`ˆÌˆœ˜>Ê «ÀœL>LˆˆÌÞÊ “>ÌÀˆÝ Q*­ É®RÊ̜Ê̅iÊ`ˆÀiVÌi`Ê>ÀVÊvÀœ“ʘœ`iÊÊÌœÊ °ÊÊ/…iÊii“i˜ÌÊ>ÌÊ̅iʍ̅ÊÀœÜ >˜`ʈ̅ VœÕ“˜ÊœvÊ*­ É®]Ê`i˜œÌi`ÊLÞÊ*­  Ɉ®]ÊÀi«ÀiÃi˜ÌÃÊ̅iÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʜv Ê>ÃÃՓˆ˜}Ê̅iÊ«ÀˆœÀʜVVÕÀÀi˜ViʜvÊʈ°Ê/…ˆÃʈÃÊ`iÃVÀˆLi`ʈ˜Êˆ}°£°£ä° œ“«ÕÌ>̈œ˜>Ê˜Ìiˆ}i˜Vi\Ê*Àˆ˜Vˆ«iÃ]Ê/iV…˜ˆµÕiÃÊ>˜`Ê««ˆV>̈œ˜Ã Ó£ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ  *Ê­ ÊÉÊ® Êʈ}°Ê£°£ä\ÊÃÈ}˜ˆ˜}Ê>ÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʓ>ÌÀˆÝʈ˜Ê̅iÊ`ˆÀiVÌi`Ê>ÀV ÊÊVœ˜˜iVÌi`ÊvÀœ“ÊÊÊÌœÊ ° ˆÛi˜Ê̅iÊ«ÀœL>LˆˆÌÞÊ`ˆÃÌÀˆLṎœ˜ÊœvÊ] `i˜œÌi` LÞÊQ*­£®Ê*­Ӯʰ°o*­˜®R ]ÊÜi V>˜Ê Vœ“«ÕÌiÊ Ì…iÊ «ÀœL>LˆˆÌÞÊ `ˆÃÌÀˆLṎœ˜ œvÊ iÛi˜ÌÊ Ê LÞ ÕȘ} ̅iÊ vœœÜˆ˜} iÝ«ÀiÃȜ˜\ *­ ®ÊrÊQ*­ £®Ê*­ Ó®Êo°*­ “®RÊ£Êzʓ ÊrÊÊQ*­£®Ê*­Ó®Êo°*­˜®RÊ£ÊzÊÊʘ Ê°ÊQ*­ ÊÉ®R ˜ ÊrÊÊÊQ*­®RÊÊ£Êz ˜Ê°ÊQ*­ ÊÉ®Rʘ zÊʓ ÊÊÊÊÊÊÊÊÊ­£°£® zÊʓ 7iʘœÜʈÕÃÌÀ>ÌiÊ̅iÊVœ“«ÕÌ>̈œ˜ÊœvÊ*­ ®Ê܈̅Ê>˜ÊiÝ>“«i° Ý>“«iÊ£°Ó\Ê œ˜Ãˆ`iÀÊ>Ê >ÞiÈ>˜ÊLiˆivÊÌÀiiÊ`iÃVÀˆLˆ˜}Ê̅iÊ«œÃÈLiÊV>ÕÃiÃʜv >Ê`iviV̈ÛiÊV>À° >ÀÊ `œià ˜œÌÊÃÌ>ÀÌ  >ÌÌiÀÞ `iviV̈Ûi Ê >ÌÌiÀÞ œœÃi ÕiÊ ÃÞÃÌi“ `iviV̈Ûi Ê >ÌÌiÀÞ i݅>ÕÃÌi` ÊÊ Õi ݅>ÕÃÌi` Ê -܈ÌV…ià `iviV̈Ûi }˜ˆÌˆœ˜ Ã܈ÌV… `iviV̈Ûi Ê ˆ}°Ê£°££\ÊÊ`ˆ>}˜œÃ̈VÊÌÀiiÊvœÀÊ>ÊV>À° *œÜiÀ‡œ˜ Ài>Þ `iviV̈Ûi  ˜Ê˜ÌÀœ`ÕV̈œ˜ÊÌœÊ œ“«ÕÌ>̈œ˜> ˜Ìiˆ}i˜Vi ÓÓ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ iÀi]Ê i>V…Ê iÛi˜ÌÊ ˆ˜Ê ̅iÊ ÌÀiiÊ ­ˆ}°Ê £°££®Ê V>˜Ê …>ÛiÊ ÌÜœÊ «œÃÈLiÊ Û>ÕiÃ\Ê ÌÀÕiÊ œÀ v>Ãi°Ê/…ÕÃÊ̅iʓ>ÌÀˆViÃÊ>ÃÜVˆ>Ìi`Ê܈̅Ê̅iÊ>ÀVÃÊ܈Ê…>ÛiÊ`ˆ“i˜Ãˆœ˜ÃÊ ­ÓÊÝÊÓ®° œÜ]Ê}ˆÛi˜Ê*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­Ê rÊv>Ãi®R/]Ê ÜiÊ V>˜Ê i>ȏÞÊ Vœ“«ÕÌiÊ*­ ®] *­ ®]Ê*­ ®]Ê*­
®]Êo]*­®Ê«ÀœÛˆ`i`ÊÜiʎ˜œÜÊ̅iÊÌÀ>˜ÃˆÌˆœ˜Ê«ÀœL>LˆˆÌÞÊ “>ÌÀˆVià Vœ˜˜iVÌi`Ê ÜˆÌ…Ê Ì…iÊ ˆ˜ŽÃ°Ê ÃÊ >˜Ê ˆÕÃÌÀ>̈ÛiÊ iÝ>“«i]Ê ÜiÊ Vœ“«ÕÌiÊ *­ ®Ê ܈̅ *­ É®Ê>˜`Ê*­®° iÌÊ*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­ÊrÊv>Ãi®R/ ÊrÊQÊÊä°ÇÊ Êä°ÎÊR ÊÊÊÊÊÊÊÊÊÊÊÊÊÊ .

IÀiÊÊ«Ê>˜`ʵÊ>ÀiÊLˆ˜>ÀÞÊ«Àœ«œÃˆÌˆœ˜ÃÊ­ˆ°i°Êv>VÌÃÊ܈̅ÊLˆ˜>ÀÞÊÌÀÕ̅ÊÛ>ÕiîÊ>˜`Ê . ]Ê ÜiÊ >ÃÈ}˜Ê >Ê Vœ˜`ˆÌˆœ˜>Ê «ÀœL>LˆˆÌÞÊ “>ÌÀˆÝ Q*­ É®RÊ̜Ê̅iÊ`ˆÀiVÌi`Ê>ÀVÊvÀœ“ʘœ`iÊÊÌœÊ °ÊÊ/…iÊii“i˜ÌÊ>ÌÊ̅iʍ̅ÊÀœÜ >˜`ʈ̅ VœÕ“˜ÊœvÊ*­ É®]Ê`i˜œÌi`ÊLÞÊ*­  Ɉ®]ÊÀi«ÀiÃi˜ÌÃÊ̅iÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʜv Ê>ÃÃՓˆ˜}Ê̅iÊ«ÀˆœÀʜVVÕÀÀi˜ViʜvÊʈ°Ê/…ˆÃʈÃÊ`iÃVÀˆLi`ʈ˜Êˆ}°£°£ä° œ“«ÕÌ>̈œ˜>Ê˜Ìiˆ}i˜Vi\Ê*Àˆ˜Vˆ«iÃ]Ê/iV…˜ˆµÕiÃÊ>˜`Ê««ˆV>̈œ˜Ã Ó£ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ  *Ê­ ÊÉÊ® Êʈ}°Ê£°£ä\ÊÃÈ}˜ˆ˜}Ê>ÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʓ>ÌÀˆÝʈ˜Ê̅iÊ`ˆÀiVÌi`Ê>ÀV ÊÊVœ˜˜iVÌi`ÊvÀœ“ÊÊÊÌœÊ ° ˆÛi˜Ê̅iÊ«ÀœL>LˆˆÌÞÊ`ˆÃÌÀˆLṎœ˜ÊœvÊ] `i˜œÌi` LÞÊQ*­£®Ê*­Ӯʰ°o*­˜®R ]ÊÜi V>˜Ê Vœ“«ÕÌiÊ Ì…iÊ «ÀœL>LˆˆÌÞÊ `ˆÃÌÀˆLṎœ˜ œvÊ iÛi˜ÌÊ Ê LÞ ÕȘ} ̅iÊ vœœÜˆ˜} iÝ«ÀiÃȜ˜\ *­ ®ÊrÊQ*­ £®Ê*­ Ó®Êo°*­ “®RÊ£Êzʓ ÊrÊÊQ*­£®Ê*­Ó®Êo°*­˜®RÊ£ÊzÊÊʘ Ê°ÊQ*­ ÊÉ®R ˜ ÊrÊÊÊQ*­®RÊÊ£Êz ˜Ê°ÊQ*­ ÊÉ®Rʘ zÊʓ ÊÊÊÊÊÊÊÊÊ­£°£® zÊʓ 7iʘœÜʈÕÃÌÀ>ÌiÊ̅iÊVœ“«ÕÌ>̈œ˜ÊœvÊ*­ ®Ê܈̅Ê>˜ÊiÝ>“«i° Ý>“«iÊ£°Ó\Ê œ˜Ãˆ`iÀÊ>Ê >ÞiÈ>˜ÊLiˆivÊÌÀiiÊ`iÃVÀˆLˆ˜}Ê̅iÊ«œÃÈLiÊV>ÕÃiÃʜv >Ê`iviV̈ÛiÊV>À° >ÀÊ `œià ˜œÌÊÃÌ>ÀÌ  >ÌÌiÀÞ `iviV̈Ûi Ê >ÌÌiÀÞ œœÃi ÕiÊ ÃÞÃÌi“ `iviV̈Ûi Ê >ÌÌiÀÞ i݅>ÕÃÌi` ÊÊ Õi ݅>ÕÃÌi` Ê -܈ÌV…ià `iviV̈Ûi }˜ˆÌˆœ˜ Ã܈ÌV… `iviV̈Ûi Ê ˆ}°Ê£°££\ÊÊ`ˆ>}˜œÃ̈VÊÌÀiiÊvœÀÊ>ÊV>À° *œÜiÀ‡œ˜ Ài>Þ `iviV̈Ûi  ˜Ê˜ÌÀœ`ÕV̈œ˜ÊÌœÊ œ“«ÕÌ>̈œ˜> ˜Ìiˆ}i˜Vi ÓÓ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ iÀi]Ê i>V…Ê iÛi˜ÌÊ ˆ˜Ê ̅iÊ ÌÀiiÊ ­ˆ}°Ê £°££®Ê V>˜Ê …>ÛiÊ ÌÜœÊ «œÃÈLiÊ Û>ÕiÃ\Ê ÌÀÕiÊ œÀ v>Ãi°Ê/…ÕÃÊ̅iʓ>ÌÀˆViÃÊ>ÃÜVˆ>Ìi`Ê܈̅Ê̅iÊ>ÀVÃÊ܈Ê…>ÛiÊ`ˆ“i˜Ãˆœ˜ÃÊ ­ÓÊÝÊÓ®° œÜ]Ê}ˆÛi˜Ê*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­Ê rÊv>Ãi®R/]Ê ÜiÊ V>˜Ê i>ȏÞÊ Vœ“«ÕÌiÊ*­ ®] *­ ®]Ê*­ ®]Ê*­
®]Êo]*­®Ê«ÀœÛˆ`i`ÊÜiʎ˜œÜÊ̅iÊÌÀ>˜ÃˆÌˆœ˜Ê«ÀœL>LˆˆÌÞÊ “>ÌÀˆVià Vœ˜˜iVÌi`Ê ÜˆÌ…Ê Ì…iÊ ˆ˜ŽÃ°Ê ÃÊ >˜Ê ˆÕÃÌÀ>̈ÛiÊ iÝ>“«i]Ê ÜiÊ Vœ“«ÕÌiÊ *­ ®Ê ܈̅ *­ É®Ê>˜`Ê*­®° iÌÊ*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­ÊrÊv>Ãi®R/ ÊrÊQÊÊä°ÇÊ Êä°ÎÊR ÊÊÊÊÊÊÊÊÊÊÊÊÊÊ .

IÊ >ÃÈ}˜Ê >Ê Vœ˜`ˆÌˆœ˜>Ê «ÀœL>LˆˆÌÞÊ “>ÌÀˆÝ Q*­ É®RÊ̜Ê̅iÊ`ˆÀiVÌi`Ê>ÀVÊvÀœ“ʘœ`iÊÊÌœÊ °ÊÊ/…iÊii“i˜ÌÊ>ÌÊ̅iʍ̅ÊÀœÜ >˜`ʈ̅ VœÕ“˜ÊœvÊ*­ É®]Ê`i˜œÌi`ÊLÞÊ*­  Ɉ®]ÊÀi«ÀiÃi˜ÌÃÊ̅iÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʜv Ê>ÃÃՓˆ˜}Ê̅iÊ«ÀˆœÀʜVVÕÀÀi˜ViʜvÊʈ°Ê/…ˆÃʈÃÊ`iÃVÀˆLi`ʈ˜Êˆ}°£°£ä° œ“«ÕÌ>̈œ˜>Ê˜Ìiˆ}i˜Vi\Ê*Àˆ˜Vˆ«iÃ]Ê/iV…˜ˆµÕiÃÊ>˜`Ê««ˆV>̈œ˜Ã Ó£ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ  *Ê­ ÊÉÊ® Êʈ}°Ê£°£ä\ÊÃÈ}˜ˆ˜}Ê>ÊVœ˜`ˆÌˆœ˜>Ê«ÀœL>LˆˆÌÞʓ>ÌÀˆÝʈ˜Ê̅iÊ`ˆÀiVÌi`Ê>ÀV ÊÊVœ˜˜iVÌi`ÊvÀœ“ÊÊÊÌœÊ ° ˆÛi˜Ê̅iÊ«ÀœL>LˆˆÌÞÊ`ˆÃÌÀˆLṎœ˜ÊœvÊ] `i˜œÌi` LÞÊQ*­£®Ê*­Ӯʰ°o*­˜®R ]ÊÜi V>˜Ê Vœ“«ÕÌiÊ Ì…iÊ «ÀœL>LˆˆÌÞÊ `ˆÃÌÀˆLṎœ˜ œvÊ iÛi˜ÌÊ Ê LÞ ÕȘ} ̅iÊ vœœÜˆ˜} iÝ«ÀiÃȜ˜\ *­ ®ÊrÊQ*­ £®Ê*­ Ó®Êo°*­ “®RÊ£Êzʓ ÊrÊÊQ*­£®Ê*­Ó®Êo°*­˜®RÊ£ÊzÊÊʘ Ê°ÊQ*­ ÊÉ®R ˜ ÊrÊÊÊQ*­®RÊÊ£Êz ˜Ê°ÊQ*­ ÊÉ®Rʘ zÊʓ ÊÊÊÊÊÊÊÊÊ­£°£® zÊʓ 7iʘœÜʈÕÃÌÀ>ÌiÊ̅iÊVœ“«ÕÌ>̈œ˜ÊœvÊ*­ ®Ê܈̅Ê>˜ÊiÝ>“«i° Ý>“«iÊ£°Ó\Ê œ˜Ãˆ`iÀÊ>Ê >ÞiÈ>˜ÊLiˆivÊÌÀiiÊ`iÃVÀˆLˆ˜}Ê̅iÊ«œÃÈLiÊV>ÕÃiÃʜv >Ê`iviV̈ÛiÊV>À° >ÀÊ `œià ˜œÌÊÃÌ>ÀÌ  >ÌÌiÀÞ `iviV̈Ûi Ê >ÌÌiÀÞ œœÃi ÕiÊ ÃÞÃÌi“ `iviV̈Ûi Ê >ÌÌiÀÞ i݅>ÕÃÌi` ÊÊ Õi ݅>ÕÃÌi` Ê -܈ÌV…ià `iviV̈Ûi }˜ˆÌˆœ˜ Ã܈ÌV… `iviV̈Ûi Ê ˆ}°Ê£°££\ÊÊ`ˆ>}˜œÃ̈VÊÌÀiiÊvœÀÊ>ÊV>À° *œÜiÀ‡œ˜ Ài>Þ `iviV̈Ûi  ˜Ê˜ÌÀœ`ÕV̈œ˜ÊÌœÊ œ“«ÕÌ>̈œ˜> ˜Ìiˆ}i˜Vi ÓÓ ÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚÚ iÀi]Ê i>V…Ê iÛi˜ÌÊ ˆ˜Ê ̅iÊ ÌÀiiÊ ­ˆ}°Ê £°££®Ê V>˜Ê …>ÛiÊ ÌÜœÊ «œÃÈLiÊ Û>ÕiÃ\Ê ÌÀÕiÊ œÀ v>Ãi°Ê/…ÕÃÊ̅iʓ>ÌÀˆViÃÊ>ÃÜVˆ>Ìi`Ê܈̅Ê̅iÊ>ÀVÃÊ܈Ê…>ÛiÊ`ˆ“i˜Ãˆœ˜ÃÊ ­ÓÊÝÊÓ®° œÜ]Ê}ˆÛi˜Ê*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­Ê rÊv>Ãi®R/]Ê ÜiÊ V>˜Ê i>ȏÞÊ Vœ“«ÕÌiÊ*­ ®] *­ ®]Ê*­ ®]Ê*­
®]Êo]*­®Ê«ÀœÛˆ`i`ÊÜiʎ˜œÜÊ̅iÊÌÀ>˜ÃˆÌˆœ˜Ê«ÀœL>LˆˆÌÞÊ “>ÌÀˆVià Vœ˜˜iVÌi`Ê ÜˆÌ…Ê Ì…iÊ ˆ˜ŽÃ°Ê ÃÊ >˜Ê ˆÕÃÌÀ>̈ÛiÊ iÝ>“«i]Ê ÜiÊ Vœ“«ÕÌiÊ *­ ®Ê ܈̅ *­ É®Ê>˜`Ê*­®° iÌÊ*­®ÊrÊQ*­ÊrÊÌÀÕi®ÊÊ*­ÊrÊv>Ãi®R/ ÊrÊQÊÊä°ÇÊ Êä°ÎÊR ÊÊÊÊÊÊÊÊÊÊÊÊÊÊ .

Download PDF sample

Computational Intelligence: Principles, Techniques and Applications by Amit Konar


by Brian
4.5

Rated 4.25 of 5 – based on 50 votes