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020 _a9783031447068
_9978-3-031-44706-8
024 7 _a10.1007/978-3-031-44706-8
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aWomen in Soft Computing
_h[electronic resource] /
_cedited by Vanita Garg, Kusum Deep, Valentina E. Balas.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aIX, 156 p. 27 illus., 22 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aWomen in Engineering and Science,
_x2509-6435
505 0 _aIntroduction -- Object Identification using Neural Networks -- Feature Extraction Techniques -- Fuzzy Scoring Theory Applied to Team-Peer Assessment -- Cancer Detection and diagnosis using soft computing techniques -- Biogeography Based Algorithm for Solving Wind farm energy problem -- Mechanical engineering optimization problems solving using soft computing approach -- Classification of Plants Leave Using Image Processing -- Differential Evolution Algorithm for solving nonlinear optimization problem -- Discrete Grey Wolf Optimization Algorithm -- Constrained Teaching Learning Algorithm for real life problems -- Conclusion.
520 _aThis book gives a detailed information of various soft computing techniques across various fields for solving relevant, real-life problems. The authors, all female leaders in the field, show how soft computing uses approximate calculations to provide imprecise yet usable solutions to complex computational problems. This enables solutions for problems that may be either unsolvable or too time-consuming to solve with current hardware. The authors show how these techniques, when applied, have proven to be efficient and robust in many difficult situations. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in soft computing, inspiring women and men, girls and boys to enter and apply themselves to secure the future in the field.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 0 _aWomen
_xHistory.
650 1 4 _aArtificial Intelligence.
650 2 4 _aComputational Intelligence.
650 2 4 _aWomen's History / History of Gender.
700 1 _aGarg, Vanita.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDeep, Kusum.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBalas, Valentina E.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031447051
776 0 8 _iPrinted edition:
_z9783031447075
776 0 8 _iPrinted edition:
_z9783031447082
830 0 _aWomen in Engineering and Science,
_x2509-6435
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44706-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c186542
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