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Frontiers in Neuroinformatics, 2023 IntroductionRegression and classification are two of the most fundamental and significant areas of machine learning.MethodsIn this paper, a radial basis function neural network (RBFNN) based on an improved black widow optimization algorithm (IBWO) has ...
Hui Liu +9 more
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An Overview of the Concepts, Classifications, and Methods of Population Initialization in Metaheuristic Algorithms [PDF]
Journal of Advances in Computer Engineering and Technology, 2021 Metaheuristic algorithms are typically population-based random search techniques. The general framework of a metaheuristic algorithm consisting of its main parts.
Mohammad Hassanzadeh, farshid keynia
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An Enhanced Discrete Symbiotic Organism Search Algorithm for Optimal Task Scheduling in the Cloud
Algorithms, 2021 Recently, cloud computing has begun to experience tremendous growth because government agencies and private organisations are migrating to the cloud environment.
Suleiman Sa’ad +4 more
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A two-stage Tabu Search for multi-objective facility layout problem
Proceedings of the Conference on Production Systems and Logistics, 2021 In this paper, a new solution for the facility layout problem is presented. The approach was integrated into a planning software. The aim of the MeFaP research project was mainly the development of a user-friendly decision support regarding the facility ...
Aurich, Paul +5 more
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Training Spiking Neural Networks with Metaheuristic Algorithms
Applied Sciences, 2023 Taking inspiration from the brain, spiking neural networks (SNNs) have been proposed to understand and diminish the gap between machine learning and neuromorphic computing.
Amirhossein Javanshir +3 more
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A new methodology called dice game optimizer for capacitor placement in distribution systems [PDF]
, 2020 Purpose. Shunt capacitors are installed in power system for compensating reactive power. Therefore, feeder capacity releases, voltage profile improves and power loss reduces.
Al-Haddad, Kamal +5 more
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Buildings, 2023 This paper presents a multi-objective optimization of steel trusses using direct analysis. The total weight and the inter-story drift or displacements of the structure were two conflict objectives, while the constraints relating to strength and ...
Truong-Son Cao +4 more
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Biomimetics, 2023 A new metaheuristic algorithm called green anaconda optimization (GAO) which imitates the natural behavior of green anacondas has been designed. The fundamental inspiration for GAO is the mechanism of recognizing the position of the female species by the
Mohammad Dehghani +2 more
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DGTTSSA: Data Gathering Technique Based on Trust and Sparrow Search Algorithm for WSNs
Sensors, 2023 Wireless Sensor Networks (WSNs) have been successfully utilized for developing various collaborative and intelligent applications that can provide comfortable and smart-economic life. This is because the majority of applications that employ WSNs for data
Walid Osamy +3 more
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The Pheromone-Based Harmony Search Algorithm for the Asymmetric Traveling Salesman Problem
Applied Sciences, 2020 This paper presents a modification of the Harmony Search algorithm (HS) adjusted to an effective solving of instances of the Asymmetric Traveling Salesman Problem.
Krzysztof Szwarc, Urszula Boryczka
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