000 | 03017nam a22005535i 4500 | ||
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001 | 978-3-540-30118-9 | ||
003 | DE-He213 | ||
005 | 20240423132553.0 | ||
007 | cr nn 008mamaa | ||
008 | 121227s2004 gw | s |||| 0|eng d | ||
020 |
_a9783540301189 _9978-3-540-30118-9 |
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024 | 7 |
_a10.1007/b99869 _2doi |
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050 | 4 | _aQA75.5-76.95 | |
072 | 7 |
_aUYA _2bicssc |
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072 | 7 |
_aCOM014000 _2bisacsh |
|
072 | 7 |
_aUYA _2thema |
|
082 | 0 | 4 |
_a004.0151 _223 |
245 | 1 | 0 |
_aCoevolutionary Fuzzy Modeling _h[electronic resource] / _cedited by Carlos Andrés Peña-Reyes. |
250 | _a1st ed. 2004. | ||
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2004. |
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300 |
_aXIV, 134 p. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aLecture Notes in Computer Science, _x1611-3349 ; _v3204 |
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505 | 0 | _a1 Introduction -- 2 Evolutionary Fuzzy Modeling -- 3 Coevolutionary Fuzzy Modeling -- 4 Breast Cancer Diagnosis by Fuzzy CoCo -- 5 Analyzing Fuzzy CoCo -- 6 Extensions of the Methodology -- 7 Conclusions and Future Work. | |
520 | _aBuilding on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevolution as a novel approach to systems design, conductive to explaining human decision process. Fuzzy cooperative coevolution is a methodology for constructing systems able to accurately predict the outcome of a decision-making process, while providing an understandable explanation of the underlying reasoning. The central contribution of this work is the use of an advanced evolutionary technique, cooperative coevolution, for dealing with the simultaneous design of connective and operational parameters. Cooperative coevolution overcomes several limitations exhibited by other standard evolutionary approaches. The applicability of fuzzy cooperative coevolution is validated by modeling the decision processes of three real-world problems, an iris data benchmark problem and two problems from breast cancer diagnosis. | ||
650 | 0 | _aComputer science. | |
650 | 0 | _aMachine theory. | |
650 | 0 | _aArtificial intelligence. | |
650 | 1 | 4 | _aTheory of Computation. |
650 | 2 | 4 | _aFormal Languages and Automata Theory. |
650 | 2 | 4 | _aArtificial Intelligence. |
700 | 1 |
_aPeña-Reyes, Carlos Andrés. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783540229940 |
776 | 0 | 8 |
_iPrinted edition: _z9783662171622 |
830 | 0 |
_aLecture Notes in Computer Science, _x1611-3349 ; _v3204 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/b99869 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
912 | _aZDB-2-LNC | ||
912 | _aZDB-2-BAE | ||
942 | _cSPRINGER | ||
999 |
_c189237 _d189237 |