Inherent part of evolutionaryalgorithms that are based on Darwin's theory of evolution and Mendel's theory of genetic heritage, are random processes since genetic algorithms and evolutionary strategies are us...
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Inherent part of evolutionaryalgorithms that are based on Darwin's theory of evolution and Mendel's theory of genetic heritage, are random processes since genetic algorithms and evolutionary strategies are used. In this paper, we present extended experiments (of our previous) of selected evolutionaryalgorithms and test functions showing whether random processes really are needed in evolutionaryalgorithms. In our experiments we used differential evolution and SOMA algorithms with functions 2ndDeJong, Ackley, Griewangk, Rastrigin, SineWave and StretchedSineWave. We use n periodical deterministic processes (based on deterministic chaos principles) instead of pseudo-random number generators (PRGNs) and compare performance of evolutionaryalgorithms powered by those processes and by PRGNs. Results presented here are numerical demonstrations rather than mathematical proofs. We propose the hypothesis that a certain class of deterministic processes can be used instead of PRGNs without lowering the performance of evolutionaryalgorithms.
In this paper, we will build the benefits of the electromechanical storage of energy over long operating cycles within the scope of decentralized electrical energy production. A dual-direction motor/generator contribu...
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This work proposes a straightforward climbing mechanism for a tree climbing robot. The proposed robot consists of a body, a lower- and an upper-gripper. Each gripper has four fingers that actuated by an electric serie...
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The lock-in frequency and lock-in range concepts were introduced in 1966 by Floyd Gardner to describe the frequency differences of phase-locked loop based circuit for which the loop can acquire lock within one beat, i...
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The paper presents integration of fuzzy logic into adaptation mechanism of Luenberger observer for sensorless pulse width modulation-direct torque controlled (PWM-DTC) induction motor (IM) drive. At first, DTC strateg...
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The performance of two-way full-duplex communications with the help of reconfigurable intelligent surface (RIS) under phase noise is investigated in this work. Particularly, we study the outage probability, the averag...
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This book of;is another proof of Springer’s;on the lively interface of;It is a Master Piece of what our community of Academics and Experts can provide when an;is supported by;and Experience of the World-Leader;The 7t...
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ISBN:
(数字)9783031508875
ISBN:
(纸本)9783031508868
This book of;is another proof of Springer’s;on the lively interface of;It is a Master Piece of what our community of Academics and Experts can provide when an;is supported by;and Experience of the World-Leader;The 7th edition of;took place at Baitong Hotel & Resort on October 26–27, 2023, with tremendous support from the global research scholars across the planet. Objective was to celebrate “;” with researchers, scholars, experts and investigators in;across the globe,to share knowledge, experience and innovation—a marvelous opportunity for discourse and mutuality by novel research, invention and creativity.;This proceedings book of the 7th;is published by Springer Nature—
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