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Evolutionary Algorithms in Health Technologies [PDF]

Algorithms, 2019
Health technology research brings together complementary interdisciplinary research skills in the development of innovative health technology applications.
Sai Ho Ling, Hak Keung Lam
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An Analysis of Sliding Mode Speed Controller for a Differential Drive Wheel Mobile Robot

Journal of Advanced Engineering and Computation
In this study, we present a systematically designed Sliding Mode Speed Controller (SMSC) tailored for motors utilized in a Differential Drive Wheel Mobile Robot (DDWMR).
Tri-Vien Vu, Anh-Minh Duc Tran
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A novel solution for energy-saving and lifetime-maximizing of LoRa wireless mesh networks

Journal of Information and Telecommunication
This paper presents an energy-saving and lifetime-maximizing solution for the LoRa wireless mesh network (WMN). Energy dissipation is a crucial factor affecting the usability of the LoRa WMN.
Hoang Hai Son, Vo Phuc Tinh, Duc Ngoc Minh Dang, Bui Thi Duyen, Duy-Dong Le, Thai-Thinh Dang, Quoc-Hung Nguyen, Thanh-Qui Pham, Van-Luong Nguyen, Tran Anh Khoa, Nguyen Hoang Nam   +10 more
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An evolutionary method for finding the optimal path connecting two settlements

Научный вестник МГТУ ГА, 2016
The paper describes an evolutionary method and an algorithm for finding the optimal path connecting two settlements.
Yu. I. Dement'ev, R. V. Zimin
doaj  

Joint Federated Learning Using Deep Segmentation and the Gaussian Mixture Model for Breast Cancer Tumors

IEEE Access
Medical image segmentation is crucial for deep learning (DL) applications in clinical settings. Ensuring accurate segmentation is challenging due to diverse image sources and significant data sharing and privacy concerns in centralized learning setups ...
Nguyen Tan Y, Pham Duc Lam, Vo Phuc Tinh, Duy-Dong Le, Nguyen Hoang Nam, Tran Anh Khoa   +5 more
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On the Efficacy of Ensemble of Constraint Handling Techniques in Self-Adaptive Differential Evolution

Mathematics, 2019
Self-adaptive variants of evolutionary algorithms (EAs) tune their parameters on the go by learning from the search history. Adaptive differential evolution with optional external archive (JADE) and self-adaptive differential evolution (SaDE) are two ...
Hassan Javed, Muhammad Asif Jan, Nasser Tairan, Wali Khan Mashwani, Rashida Adeeb Khanum, Muhammad Sulaiman, Hidayat Ullah Khan, Habib Shah   +7 more
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Evolutionary Robotics: What, Why, and Where to

Frontiers in Robotics and AI, 2015
Evolutionary robotics applies the selection, variation, and heredity principles of natural evolution to the design of robots with embodied intelligence. It can be considered as a subfield of robotics that aims to create more robust and adaptive robots. A
Stephane eDoncieux, Stephane eDoncieux, Nicolas eBredeche, Nicolas eBredeche, Jean-Baptiste eMouret, Jean-Baptiste eMouret, A.E. (Gusz) eEiben   +6 more
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Designing the observation sliding mode combined with the PID controller to estimate the speed of the IM optimized by PSO algorithm

Journal of Advanced Engineering and Computation
The paper presents a solution combining the sliding mode observer (SMO) with the PID controller to improve the accuracy of speedy estimation of the induction motor (IM) compared to the original sliding mode observer.
Thinh Cong Tran, Hau Huu Vo, Pavel Brandstetter   +2 more
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Evolutionary Computation and Its Applications in Neural and Fuzzy Systems

Applied Computational Intelligence and Soft Computing, 2011
Neural networks and fuzzy systems are two soft-computing paradigms for system modelling. Adapting a neural or fuzzy system requires to solve two optimization problems: structural optimization and parametric optimization.
Biaobiao Zhang, Yue Wu, Jiabin Lu, K.-L. Du   +3 more
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Automated Digital Filter Synthesis with Canonical Signed Digit via Genetic Algorithms

Cybernetics and Information Technologies
Finite Impulse Response (FIR) digital filters are widely used in signal processing to remove noise and extract frequency-domain features. Genetic Algorithms (GAs) have been employed to synthesize FIR filters by optimizing the coefficients in their ...
Deiana Simone, Manzoni Luca, Lorenzo Andrea De, Rovito Luigi   +3 more
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