LEADER 06418nam 22007335 450 001 9910847589303321 005 20240416124903.0 010 $a981-9722-75-6 024 7 $a10.1007/978-981-97-2275-4 035 $a(CKB)5860000000527997 035 $a(DE-He213)978-981-97-2275-4 035 $a(MiAaPQ)EBC31278793 035 $a(Au-PeEL)EBL31278793 035 $a(EXLCZ)995860000000527997 100 $a20240416d2024 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBio-Inspired Computing: Theories and Applications $e18th International Conference, BIC-TA 2023, Changsha, China, December 15?17, 2023, Revised Selected Papers, Part II /$fedited by Linqiang Pan, Yong Wang, Jianqing Lin 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (XIX, 447 p. 188 illus., 138 illus. in color.) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2062 311 $a981-9722-74-8 327 $a -- Machine Learning and Applications. -- Review of Traveling Salesman Problem Solution Methods. -- MAD-SGS: Multivariate Anomaly Detection with Multi-scale Self-learned Graph Structures. -- A Two-level Game-theoretic Approach for Joint Pricing and Resource Allocation in Multi-user Mobile Edge Computing. -- Expert-Guided Deep Reinforcement Learning for Flexible Job Shop Scheduling Problem. -- Eating Behavior Analysis of Cruise Ship Passengers based on K-means Clustering Algorithm. -- The Bilinear-MAC Network for Visual Reasoning. -- Artificial Intelligence Analysis of State of Charge Distribution in Lithium-ion Battery based on Ultrasonic Scanning Data. -- Artificial Intelligence Analysis of State of Charge Distribution in Lithium-ion Battery based on Ultrasonic Scanning Data. -- A Sample Reuse Strategy for Dynamic Influence Maximization Problem. -- Prediction of Rice Processing Loss Rate Based on GA-BP Neural Network. -- Research on Target Value Assessment Method based on Attention Mechanism. -- An Improved Trajectory Planning Method for Unmanned Aerial Vehicles in Complex Environments. -- UUV dynamic path planning algorithm based on A-Star and dynamic window. -- Cuckoo Search Algorithm with Balanced Learning to Solve Logistics Distribution. -- Badminton Detection using Lightweight Neural Networks for Service Fault Judgement. -- Intelligent Control and Application. -- Controllability of Windmill Networks. -- Incremental Learning with Maximum Dissimilarity Sampling Based Fault Diagnosis for Rolling Bearings. -- Application and Prospect of Knowledge Graph in Unmanned Vehicle Field. -- Historical Location Information based Improved Sparrow Search Algorithm for Microgrid Optimal Dispatching. -- Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. -- Optimization of Large-Scale Distribution Center Location Selection in Fresh Produce Transportation. -- Application of Multi-fidelity Surrogate Models to the Noisy Optimization Problems of Carbon Fiber Polymerization Process Parameters. -- Multi-strategy Improved Kepler Optimization Algorithm. -- A Method of Pathing for Underwater Glider Cluster Based on Optimization Algorithm. -- UUV Fault Diagnosis Model based on Support Vector Machine. -- Research on Airborne Radar Multi-target Continuous Tracking Algorithm on Sea Surface based on Deep Kalman Filter. -- Application-Aware Fine-Grained QoS Framework for 5G and Beyond. -- Research on UUV Rudder Angle Control Method based on Sliding Mode Control. -- Research on Distributed Control Technology of Ship pod Propeller Turning Small Angle. -- Distributed Intelligence Analysis Architecture for 6G Core Network. -- Research on Local Collision Avoidance Algorithm for Unmanned Ship Based on Behavioral Constraints. -- Research on Dynamic Path Planning Algorithm for Unmanned Underwater Vehicles based on Multi-step Mechanism DDQN. -- Dynamic Analysis of Immersion Pump Rotors Considering Fluid Effects. -- Research on USV Heading Control Algorithm Based on Model Predictive Control. 330 $aThe two-volume set CCIS 2061 and 2062 constitutes the refereed post-conference proceedings of the 18th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2023, held in Changsha, China, during December 15?17, 2023. The 64 revised full papers presented in these proceedings were carefully reviewed and selected from 168 submissions. The papers are organized in the following topical sections: Volume I: Evolutionary Computation and Swarm Intelligence; and Membrane Computing and DNA Computing Volume II: Machine Learning and Applications; and Intelligent Control and Application. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2062 606 $aArtificial intelligence 606 $aComputer science 606 $aComputer networks 606 $aComputers, Special purpose 606 $aComputer systems 606 $aComputer science$xMathematics 606 $aArtificial Intelligence 606 $aTheory of Computation 606 $aComputer Communication Networks 606 $aSpecial Purpose and Application-Based Systems 606 $aComputer System Implementation 606 $aMathematics of Computing 615 0$aArtificial intelligence. 615 0$aComputer science. 615 0$aComputer networks. 615 0$aComputers, Special purpose. 615 0$aComputer systems. 615 0$aComputer science$xMathematics. 615 14$aArtificial Intelligence. 615 24$aTheory of Computation. 615 24$aComputer Communication Networks. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aComputer System Implementation. 615 24$aMathematics of Computing. 676 $a006.3 702 $aPan$b Linqiang$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWang$b Yong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLin$b Jianqing$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910847589303321 996 $aBio-inspired Computing: Theories and Applications$92069888 997 $aUNINA