LEADER 03320nam 22005775 450 001 9910768469303321 005 20230821165152.0 010 $a981-9939-70-4 024 7 $a10.1007/978-981-99-3970-1 035 $a(MiAaPQ)EBC30717239 035 $a(Au-PeEL)EBL30717239 035 $a(DE-He213)978-981-99-3970-1 035 $a(PPN)272267376 035 $a(CKB)28011014300041 035 $a(EXLCZ)9928011014300041 100 $a20230821d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBenchmarks and Hybrid Algorithms in Optimization and Applications /$fedited by Xin-She Yang 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (250 pages) 225 1 $aSpringer Tracts in Nature-Inspired Computing,$x2524-5538 311 08$aPrint version: Yang, Xin-She Benchmarks and Hybrid Algorithms in Optimization and Applications Singapore : Springer,c2023 9789819939695 327 $a1. Nature-Inspired Algorithms: Overview and Open Problems -- 2. Hybrid algorithms: Components, Hybridization and Examples -- 3. Role of Benchmarks in Optimization -- 4. Travelling Salesman Problems: Symmetric and Asymmetric Cases -- 5. Scheduling Problems: Benchmarks and Implementation -- 6. Active Learning Solution for Semantic Labelling of Earth Observation Satellite Images -- 7. Development of an Ensemble Modelling Framework for Data Analytics in Supply Chain Management -- 8. An Application of Data Mining to Build the OD Matrix in Developing Countries: An Argentinean Case Study -- 9. Deep Learning-based Efficient Customer Segmentation for Online Retail Business -- 10. Application of a Routing Model with a Time Limit for the Collection of RSU in an Argentinian City -- 11. Network Weakness Detection: Case Studies -- 12. Unknown Target Searching by Swarm Robots: A Case Study. 330 $aThis book is specially focused on the latest developments and findings on hybrid algorithms and benchmarks in optimization and their applications in sciences, engineering, and industries. The book also provides some comprehensive reviews and surveys on implementations and coding aspects of benchmarks. The book is useful for Ph.D. students and researchers with a wide experience in the subject areas and also good reference for practitioners from academia and industrial applications. 410 0$aSpringer Tracts in Nature-Inspired Computing,$x2524-5538 606 $aComputational intelligence 606 $aMathematical optimization 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aOptimization 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aMathematical optimization. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aOptimization. 615 24$aArtificial Intelligence. 676 $a519.6 700 $aYang$b Xin-She$0781375 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910768469303321 996 $aBenchmarks and Hybrid Algorithms in Optimization and Applications$93657614 997 $aUNINA