Intelligent Engineering Optimisation with the Bees Algorithm

This book presents new and advanced results and developments related to the Bees Algorithm, along with its application to a wide range of engineering problems. Modern complex processes and systems are difficult to optimise using conventional mathematical tools as they require models that often canno...

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Autor corporatiu: SpringerLink (Online service)
Altres autors: Pham, D. T. (Editor), Hartono, Natalia (Editor)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edició:1st ed. 2025.
Col·lecció:Springer Series in Advanced Manufacturing,
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Accés en línia:https://doi.org/10.1007/978-3-031-64936-3
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Taula de continguts:
  • Part 1: Bees Algorithm Development
  • 1. Enhanced Bees Algorithm implementing early neighbourhood search with efficiency-based recruitment
  • 2. Improving The Bees Algorithm Using Gradual Search Space Reduction
  • 3. Local Optimal Issue in Bees Algorithm: Markov Chain Analysis and Integration with Dynamic Particle Swarm Optimisation Algorithm
  • 4. Development of the Bees Algorithm Toolkit for Optimisation in LabVIEW
  • Part 2: Engineering Applications of the Bees Algorithm
  • 5. Geometrical Optimisation of Smart Sandwich Plates Using The Bees Algorithm
  • 6. Integrating the Bees Algorithm with WSAR for Search Direction Determination and Application to Constrained Design Optimisation Problems
  • 7. Bees Algorithm-based optimisation of welding sequence to minimise distortion of thin-walled square Al-Mg-Si alloy tubes
  • 8. Hybrid Genetic Bees Algorithm (GBA) for Continuous and Combinatorial OptimisationProblems
  • 9. Optimisation of Surface Roughness in 3D Printing Using the Bees Algorithm
  • 10. The Bees Algorithm for Robotics-enabled Collaborative Manufacturing
  • 11. Bees Algorithm for Hyperparameter Search with Deep Learning to Estimate the Remaining Useful Life of Ball Bearings
  • 12. Bees Local Phase Quantisation Feature Selection for RGB-D Facial Expression Recognition
  • 13. Optimisation of Convolutional Neural Network Parameters using the Bees Algorithm
  • 14. Ergonomic risk assessment combining the Bees Algorithm and simulation tools
  • 15. A Knowledge Transfer-based Bees Algorithm for Expert Team Formation Problem in Internet Companies
  • 16. Green Vehicle Routing Optimisation using the Bees Algorithm
  • 17. Utilising the Bees Algorithm for UAV path planning - A simultaneous collision avoidance and shortest path approach
  • 18. A Tabu-based Bees Algorithm for Unmanned Aerial Vehicles in Maritime Search and Rescue Path Planning
  • 19. Pedestrian-Aware Cyber-Physical Optimisation of Hybrid Propulsion Systems using a Fuzzy Adaptive Cost Map and Bees Algorithm
  • 20. Surrogate Model-Assisted Bees Algorithm for Global Optimisation of Microwave Filter.