Differential Evolution: From Theory to Practice

Differential Evolution: From Theory to Practice

Kumar, B. Vinoth; Oliva, Diego; Suganthan, P. N.

Springer Verlag, Singapore

01/2023

381

Mole

Inglês

9789811680847

15 a 20 dias

605

Descrição não disponível.
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.
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Differential Evolution;Evolutionary Computation;Optimization;Meta-heuristics;Mutation;Memetic Algorithm;Hybrid Algorithm