Differential Evolution: From Theory to Practice

Analysis of Structural Bias in Differential Evolution Configurations.- Spherical Model of Population Dynamics in Differential Evolution.- Reinforcement Learning-based Differential Evolution for Global Optimization.- Analytical Study on the Role of Scale Factor Parameter of Differential Evolution Algorithm on its Convergence Nature.- The Trap of Sisyphus Work in Differential Evolution and How to Avoid It.- Investigations on Distributed Differential Evolution Framework with Fault Tolerance Mechanisms.- Differential Evolution for Water Management Problems.- Sobol Sequence Based MOSADE Algorithm for Multi-Objective Design of Water Distribution Networks.- A Comparative Study on Parameter Estimation of Covid Epidemiological Models using Differential Evolution Algorithm.- Applications of Differential Evolution in Electric Power Systems.- Detection of Heavy Sandstorm Regions using Composite Differential Evolution Algorithm.- A Hybrid Artificial Differential Evolution Gorilla Troops Optimizer for High Dimensional Optimization Problems.

• Format: Hardcover
• Language: English
• ISBN: 9811680817
• ISBN13: 9789811680816
• Release Date: January 2022
• Publisher: Springer
• Length: 381 Pages
• Weight: 1.61 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"