Differential Evolution: From Theory to Practice
This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimizati...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2022, 2022
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| Edition: | 1st ed. 2022 |
| Series: | Studies in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 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