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Differential Evolution: from Theory to Practice

Differential Evolution: from Theory to Practice

by B. Vinoth KumarDiego Oliva and P. N. Suganthan
Hardback
Publication Date: 26/02/2022

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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.

ISBN:
9789811680816
9789811680816
Category:
Algorithms & data structures
Format:
Hardback
Publication Date:
26-02-2022
Language:
English
Publisher:
Springer
Country of origin:
United States
Dimensions (mm):
235x155mm
Weight:
0.76kg

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