Výsledky vyhledávání - S.I.: Hybrid Approaches to Nature-inspired Optimization Algorithms and Their Applications*

Meta Heuristic and Nature Inspired Hybrid Approach for Home Energy Management Using Flower Pollination Algorithm and Bacterial Foraging Optimization Technique Autor Awais, Muhammad, Javaid, Nadeem, Mateen, Abdul, Khan, Nasir, Mohiuddin, Ali, Rehman, Malik Hassan Abdul

“…Nowadays, different schemes and ways are proposed to meet the user's load requirement of energy towards the Demand Side (DS) in order to encapsulate the energy…”
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Hybrid Nature-Inspired Optimization Algorithm: Hydrozoan and Sea Turtle Foraging Algorithms for Solving Continuous Optimization Problems Autor Tansui, Daranat, Thammano, Arit

“…In this paper, we develop a hybrid optimization algorithm inspired by the reproduction processes of hydrozoans and the foraging behavior of sea turtles for solving continuous optimization problems…”
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Optimization techniques for task scheduling criteria in IaaS cloud computing atmosphere using nature inspired hybrid spotted hyena optimization algorithm Autor Natesan, Gobalakrishnan, Ali, Javid, Krishnadoss, Pradeep, Chidambaram, Raman, Nanjappan, Manikandan

“…‐heuristic scheduling algorithms emerge as scheduling options, they need to be much more consistent while dealing with the dynamic set up of the cloud environment…”
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Predictive modelling of building energy consumption based on a hybrid nature-inspired optimization algorithm Autor Goudarzi, S, Anisi, M H, Kama, N, Doctor, F, Soleymani, S A, Sangaiah, A K

“… Therefore, we have developed an improved hybrid model based on the ARIMA, support vector regression (SVRs…”
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Path planning for mobile robots with waypoint management using a hybrid nature inspired optimization algorithm Autor Yadav, Subhash, Shukla, Shubham, Tiwari, Ritu, Yadav, Mahendra Pratap

“… Galactic Swarm optimization (GSO) and Whale optimization Algorithm (WOA) strengths are combined in the proposed hybrid optimization algorithm…”
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Optimization of Robot Trajectory Planning with Nature-Inspired and Hybrid Quantum Algorithms Autor Schuetz, Martin J A, Brubaker, J Kyle, Montagu, Henry, Yannick van Dijk, Klepsch, Johannes, Ross, Philipp, Luckow, Andre, Resende, Mauricio G C, Katzgraber, Helmut G

“… stacking and ensemble techniques, as well as path relinking for solution refinement. The core optimization module consists of a biased random-key genetic algorithm…”
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Predictive modelling of building energy consumption based on a hybrid nature-inspired optimization algorithm Autor Goudarzi, Shidrokh, Anisi, Mohammad Hossein, Kama, Nazri, Doctor, Faiyaz, Soleymani, Seyed Ahmad, Sangaiah, Arun Kumar

“…Overall energy consumption has expanded over the previous decades because of rapid population, urbanization and industrial growth rates. The high demand for…”
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HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing Autor Chen, Yang, Pi, Dechang, Yang, Shengxiang, Xu, Yue, Chen, Junfu, Mohamed, Ali Wagdy

“… The problem involves user offloading decision, UAV location and allocation with computational resources, and is a hybrid optimization problem with continuous and discrete variables…”
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SSC: A hybrid nature-inspired meta-heuristic optimization algorithm for engineering applications Autor Dhiman, Gaurav

“…Chimp Optimization Algorithm (ChoA) is a recently developed meta-heuristic approach which is inspired by the individual intelligence and sexual motivation of chimps…”
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Nature-inspired Hybrid Optimization Algorithms for Load Flow Analysis of Islanded Microgrids Autor Saad Mohammad Abdullah, Ashik Ahmed, Quazi Nafees Ul Islam

“… This paper proposes the application of nature-inspired hybrid optimization algorithms for solving the load flow problem of islanded microgrids…”
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Hybrid Solar-Wind Energy System with Enhanced Power Optimization Using Nature-Inspired Egret Swarm Algorithm Autor Anbazhagan, L., Basha, CH Hussaian, Dheepak, G., P, Thenmozhi, Nachimuthu, S., Pushpalatha, D.

“…A new hybrid renewable energy system comprised of solar and wind power is presented and also an innovative optimization approach using Egret Swarm Algorithm (ESA…”
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Off-grid multi-region energy system design based on energy load demand estimation using hybrid nature-inspired optimization algorithms Autor Hussain Alhamami, Ali, Abba, Sani I., Musa, Bashir, Aminu Dodo, Yakubu, Abiodun Salami, Babatunde, Alhaji Dodo, Usman, Alyami, Saleh H.

“…•A multi-region design load system was proposed to reduce the total annual cost.•Several hybrid approaches were derived for the modelling of energy demand…”
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Nature-inspired and hybrid optimization algorithms on interval Type-2 fuzzy controller for servo processes: a comparative performance study Autor De (Maity), Ritu Rani, Mudi, Rajani K., Dey, Chanchal

“…In this paper, performance evaluations of six well-known nature-inspired algorithms have been reported containing genetic algorithm, cuckoo search, particle swarm optimization, differential evolution…”
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Application of hybrid nature-inspired algorithm: Single and bi-objective constrained optimization of magnetic abrasive finishing process parameters Autor Babbar, Atul, Prakash, Chander, Singh, Sunpreet, Gupta, Munish Kumar, Mia, Mozammel, Pruncu, Catalin Iulian

“… Therefore, in this survey were investigated the optimization of this process taking into account the material removal rate and surface characteristics using a hybrid nature inspired algorithm…”
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Techno-Economic Analysis and Optimal Sizing of Stand-alone Hybrid AC-DC Microgrid by Nature inspired Firefly algorithm and Particle Swarm Optimization Autor Kurundkar, Kalyani, Karve, Gauri, Vaidya, G.A.

“… Along with Optimal sizing, techno-economic analysis is carried out for two different scenarios and results are compared using nature inspired Firefly Algorithm (FA…”
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Enhanced QOS energy-efficient routing algorithm using deep belief neural network in hybrid falcon-improved ACO nature-inspired optimization in wireless sensor networks Autor Krishna K.P.R., Thirumuru, R

“… Thus, our research proposes a routing protocol, namely hybrid falcon-improved ACO Nature-Inspired Optimization using a deep learning model to reduce energy consumption while increases the network lifetime…”
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Multilayer Perceptron and Their Comparison with Two Nature-Inspired Hybrid Techniques of Biogeography-Based Optimization (BBO) and Backtracking Search Algorithm (BSA) for Assessment of Landslide Susceptibility Autor Moayedi, Hossein, Canatalay, Peren Jerfi, Ahmadi Dehrashid, Atefeh, Cifci, Mehmet Akif, Salari, Marjan, Le, Binh Nguyen

“…) neural network was upgraded with two novel techniques: backtracking search algorithm (BSA) and biogeography-based optimization…”
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Nature-Inspired Hybrid Multi-objective Optimization Algorithms in Search of Near-OGRs to Eliminate FWM Noise Signals in Optical WDM Systems and their Performance Comparison Autor Bansal, Shonak

“…) in optical WDM systems. Two nature-inspired multi-objective optimization algorithms (MOAs), namely multi-objective big bang–big crunch (MOBB-BC…”
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Nature-inspired approach: a wind-driven water wave optimization algorithm Autor Zhang, Jinzhong, Zhou, Yongquan, Luo, Qifang

“…The water wave optimization (WWO) based on shallow water wave theory is a new nature-inspired optimization algorithm that imitates wave motion to solve optimization problems…”
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Nature-inspired approach: An enhanced whale optimization algorithm for global optimization Autor Yan, Zheping, Zhang, Jinzhong, Zeng, Jia, Tang, Jialing

“…The whale optimization algorithm is based on the bubble-net attacking behavior of humpback whales and simulates encircling prey, bubble-net attacking and searching for prey to obtain the global optimal solution…”
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