Online Anomaly detection in operational data from dynamic systems is challenging due to the inherent complexity and variability of these datasets. This research introduces an innovative approach that leverages the Sli...
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Metaheuristic algorithms are widely used in the scientific community, with numerous algorithms inspired by various sources. Python programming language has become a valuable tool for implementing these algorithms in s...
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ISBN:
(纸本)9783031662676;9783031662683
Metaheuristic algorithms are widely used in the scientific community, with numerous algorithms inspired by various sources. Python programming language has become a valuable tool for implementing these algorithms in scientific research. This study uses the MEALPY Python open-source library to solve two constrained optimization problems from existing literature. The concept of the library is explained, and results for problems related to welded beam design and speed reducer designare obtained. Eight swarm-based algorithms from the library are selected for the comparative analysis. The results are compared and graphically presented in several figures. Discussion regarding the best fitness values, convergence, exploration and exploitation percentages, runtime, and trajectory of agents is made before concluding the study.
作者:
Garg, RuchiGulati, TarunMullana
Maharishi Markandeshwar Engineering College Department of Electronics and Communication Engineering Ambala India
Node localization is a requisite in wireless sensor networks (WSNs) because of their far-reaching applications in many fields like surveillance, tracking, security, etc. A major challenge for all these applications is...
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Agriculture is vital for the economy and the country's development. Minimizing plant and fruit diseases is crucial, and early detection has become essential in modern agriculture. Today, agriculture is rapidly evo...
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Using the deep learning algorithms to make music without human input, automatic music generation has emerged as an exciting area of study This work offers a comprehensive overview of the advancements made in the area ...
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Blockchain technology offers transformative potential for enhancing the security of online banking systems from the intruders. This paper investigates the application of blockchain in secure banking, focusing on the i...
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This paper proposes a solar photovoltaic (PV) supported reconfigurable electric vehicle (EV) battery charging with the possibility of grid feeding. The reconfigurable topology has two power transfer options, including...
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Wireless Sensor Networks (WSN) is utilized as front-end communication systems in home automation, environment monitoring, industry, Internet of Things (IoT), etc. The extension of the lifetime of WSNs enhances the uti...
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The complexities of dynamic business platforms are overcome using the aid of strategic utilization of decision support systems (DSS) for financial management in adaptive organizations. Adaptive organizations are the o...
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The power system grid around the world is dealing with enormous amount of electrical and nonelectrical data every day. This big data carry large amount of information which need to be analysed using novel algorithms a...
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