Modellierung komplexer Prozesse durch naturanaloge Verfahren

C Klüver, J Klüver, J Schmidt - Soft Computing und verwandte Techniken, 2012 - Springer
Die aktuellen Entwicklungen unter dem Oberbegriff „Künstliche Intelligenz “sind rasant und
kaum noch überschaubar. Waren die von uns beschriebenen (hybriden) Modelle vor …

A self-learning differential evolution algorithm with population range indicator

F Zhao, H Zhou, T Xu - Expert Systems with Applications, 2024 - Elsevier
The differential evolution (DE) algorithm is widely regarded as one of the most influential
evolutionary algorithms for addressing complex optimization problems. However, the fixed …

An enhanced adaptive differential evolution algorithm with multi-mutation schemes and weighted control parameter setting

M Tian, Y Meng, X He, Q Zhang, Y Gao - IEEE Access, 2023 - ieeexplore.ieee.org
Differential evolution (DE) algorithm is one of the most effective and efficient heuristic
approaches for solving complex black box problems. But it still easily suffers from premature …

[图书][B] Modellierung komplexer Prozesse durch naturanaloge Verfahren: Künstliche Intelligenz und Künstliches Leben

C Klüver, J Klüver, J Schmidt - 2024 - books.google.com
Dieses Buch ist eine Einführung in naturanaloge Techniken und verwandte formale
Methoden. Zu jeder Technik werden Anwendungsbeispiele gegeben. Dargestellt werden …

Dynamic Population Structures-Based Differential Evolution Algorithm

J Yang, K Wang, Y Wang, J Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The coordination of population structure is the foundation for the effective functioning of
evolutionary algorithms. An efficient population evolution structure can guide individuals to …

Learning to select the recombination operator for derivative-free optimization

H Zhang, J Sun, T Bäck, Z Xu - Science China Mathematics, 2024 - Springer
Extensive studies on selecting recombination operators adaptively, namely, adaptive
operator selection (AOS), during the search process of an evolutionary algorithm (EA), have …

Objective task matching strategy for Multi-Satellite Imaging Mission Planning in complex heterogeneous scenarios

X Yang, M Hu, G Huang - … of the 2023 International Conference on …, 2023 - dl.acm.org
Complex heterogeneous scenarios with multiple mission requirement relationships, poor
model scalability, resource conflicts during mission planning are the serious challenges …