LEADER 04431nam 22006975 450 001 996508570203316 005 20240223123336.0 010 $a3-031-17929-3 024 7 $a10.1007/978-3-031-17929-7 035 $a(CKB)5580000000496235 035 $a(DE-He213)978-3-031-17929-7 035 $a(PPN)26780959X 035 $a(MiAaPQ)EBC31054654 035 $a(Au-PeEL)EBL31054654 035 $a(EXLCZ)995580000000496235 100 $a20230102d2022 u| 0 101 0 $aeng 135 $aur|n|---||u|| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 200 10$aDesign and Applications of Nature Inspired Optimization$b[electronic resource] $eContribution of Women Leaders in the Field /$fedited by Dipti Singh, Vanita Garg, Kusum Deep 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (x, 204 pages) $cillustrations 225 1 $aWomen in Engineering and Science,$x2509-6435 311 08$a3-031-17928-5 311 08$a9783031179280 320 $aIncludes bibliographical reference and index. 327 $aAN OVERVIEW OF SWARM INTELLIGENCE BASED ALGORITHMS -- Particle Swarm Optimization and its Applications in the Manufacturing Industry -- Role of Machine Learning in Bioprocess Engineering: Current Perspectives and Future Directions -- Advanced Selection Operation for Differential Evolution Algorithm -- Profit Optimization of Two-Unit Briquetting System using grey wolf Optimization algorithm -- Solving Portfolio optimization using Sine-cosine Algorithm embedded mutation operations -- Detecting Group Shilling Profiles in Recommender Systems: A Hybrid Clustering and Grey Wolf Optimizer Technique -- SINGLE IMAGE REFLECTION REMOVAL USING DEEP LEARNING -- Social media analysis: A tool for popularity prediction using machine learning classifiers. 330 $aThis book gives a detailed information of various real-life applications from various fields using nature inspired optimization techniques. These techniques are proven to be efficient and robust in many difficult problems in literature. The authors provide detailed information about real-life problems and how various nature inspired optimizations are applied to solve these problems. The authors discuss techniques such as Biogeography Based Optimization, Glow Swarm Optimization, Elephant herd Optimization Algorithm, Cuckoo Search Algorithm, Ant Colony Optimization, and Grey Wolf Optimization etc. These algorithms are applied to a wide range of problems from the field of engineering, finance, medicinal etc. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in nature inspired optimization, inspiring women and men, girls and boys to enter and apply themselves to the field. Provides a detailed overview of nature inspired optimization techniques from prominent women in the field; Presents well-defined variables and objective functions and their constraints of various real-life problems in nature inspired optimization; Includes methodology and criteria for presentation of the solutions obtained. 410 0$aWomen in Engineering and Science,$x2509-6435 606 $aComputational intelligence 606 $aMathematical optimization 606 $aAlgorithms 606 $aComputational Intelligence 606 $aOptimization 606 $aAlgorithms 606 $aOptimització matemàtica$2thub 606 $aIntel·ligència computacional$2thub 606 $aAlgorismes$2thub 608 $aLlibres electrònics$2thub 615 0$aComputational intelligence. 615 0$aMathematical optimization. 615 0$aAlgorithms. 615 14$aComputational Intelligence. 615 24$aOptimization. 615 24$aAlgorithms. 615 7$aOptimització matemàtica 615 7$aIntel·ligència computacional 615 7$aAlgorismes 676 $a006.3 702 $aSingh$b Dipti$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGarg$b Vanita$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDeep$b Kusum$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996508570203316 996 $aDesign and Applications of Nature Inspired Optimization$93091244 997 $aUNISA