| 000 | 03722nam a2200517 i 4500 | ||
|---|---|---|---|
| 001 | 6267488 | ||
| 003 | IEEE | ||
| 005 | 20220712204720.0 | ||
| 006 | m o d | ||
| 007 | cr |n||||||||| | ||
| 008 | 151229s1996 maua ob 001 eng d | ||
| 010 | _zsn 99008583 (print) | ||
| 020 |
_z9780262290791 _qebook |
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| 020 |
_z9780262194235 _qprint |
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| 020 |
_a9780262284127 _qelectronic |
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| 035 | _a(CaBNVSL)mat06267488 | ||
| 035 | _a(IDAMS)0b000064818b44ee | ||
| 040 |
_aCaBNVSL _beng _erda _cCaBNVSL _dCaBNVSL |
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| 050 | 4 |
_aQA76.623 _b.A38 1996eb |
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| 082 | 1 | 0 |
_a006 _213 |
| 245 | 0 | 0 |
_aAdvances in genetic programming / _c[edited by] P. Angeline and Kenneth E. Kinnear, Jr. |
| 264 | 1 |
_aCambridge, Massachusetts : _bMIT Press, _cc[1996] |
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| 264 | 2 |
_a[Piscataqay, New Jersey] : _bIEEE Xplore, _c[1996] |
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| 300 |
_a1 PDF : : _billustrations. |
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| 336 |
_atext _2rdacontent |
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| 337 |
_aelectronic _2isbdmedia |
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| 338 |
_aonline resource _2rdacarrier |
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| 490 | 1 | _aComplex adaptive systems. | |
| 506 | 1 | _aRestricted to subscribers or individual electronic text purchasers. | |
| 515 | _aFirst issue is not numbered or dated but constitutes v. 1 and vol. numbering begins copyrighted in 1996. | ||
| 520 | _aGenetic programming, a form of genetic algorithm that evolves programs and program-like executable structures, is a new paradigm for developing reliable, time- and cost-effective applications. The second volume of Advances in Genetic Programming highlights many of the most recent technical advances in this increasingly popular field. The twenty-three contributions are divided into four parts: Variations on the Genetic Programming Theme; Hierarchical, Recursive, and Pruning Genetic Programs; Analysis and Implementation Issues; and New Environments for Genetic Programming.The first part extends the core concepts of genetic programming through the addition of new evolutionary techniques -- adaptive and self-adaptive crossover methods, hill climbing operators, and the inclusion of introns into the representation.Creating more concise executable structures is a long-term research topic in genetic programming. The second part describes the field's most recent efforts, including the dynamic manipulation of automatically defined functions, evolving logic programs that generate recursive structures, and using minimum description length heuristics to determine when and how to prune evolving structures.The third part takes up the many implementation and analysis issues associated with evolving programs. Advanced applications of genetic programming to nontrivial real-world problems are described in the final part: remote sensing of pressure ridges in Arctic sea ice formations from satellite imagery, economic prediction through model evolution, the evolutionary development of stress and loading models for novel materials, and data mining of a large customer database to optimize responses to special offers. | ||
| 530 | _aAlso available in print. | ||
| 538 | _aMode of access: World Wide Web | ||
| 588 | _aDescription based on PDF viewed 12/29/2015. | ||
| 650 | 0 |
_aGenetic programming (Computer science) _vPeriodicals. _923064 |
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| 650 | 0 |
_aComputer programming _vPeriodicals. _923065 |
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| 655 | 0 |
_aElectronic books. _93294 |
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| 700 | 1 |
_aAngeline, Peter J., _eeditor. _923066 |
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| 700 | 1 |
_aKinnear, Kenneth E., Jr., _eeditor. _923067 |
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| 710 | 2 |
_aIEEE Xplore (Online Service), _edistributor. _923068 |
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| 710 | 2 |
_aMIT Press, _epublisher. _923069 |
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| 776 | 0 | 8 |
_iPrint version _z9780262194235 |
| 830 | 0 |
_aComplex adaptive systems. _923070 |
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| 856 | 4 | 2 |
_3Abstract with links to resource _uhttps://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267488 |
| 942 | _cEBK | ||
| 999 |
_c73142 _d73142 |
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