Výsledky vyhľadávania - "Metaheuristic algorithms"

Initialisation Approaches for Population-Based Metaheuristic Algorithms: A Comprehensive Review Autor Agushaka, Jeffrey O., Ezugwu, Absalom E.

“…A situation where the set of initial solutions lies near the position of the true optimality (most favourable or desirable solution) by chance can increase the…”
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Edge optimized and personalized lifelogging framework using ensembled metaheuristic algorithms Autor Agarwal, Preeti, Alam, Mansaf

“…•A novel Max Score Pooling (MSP) algorithm based on ensembled metaheuristic algorithms is developed for the user-specific parameter selection…”
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CRLM: A cooperative model based on reinforcement learning and metaheuristic algorithms of routing protocols in wireless sensor networks Autor Wang, Zhendong, Shao, Liwei, Yang, Shuxin, Wang, Junling, Li, Dahai

“… In addition, most of the existing routing protocols are still subject to conventional clustering…”
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Multi-vehicle selective pickup and delivery using metaheuristic algorithms Autor Ting, Chuan-Kang, Liao, Xin-Lan, Huang, Yu-Hsuan, Liaw, Rung-Tzuo

“…), and designs three metaheuristic algorithms for this problem. The MVSPDP aims to find the minimum-cost routes for a fleet of vehicles collecting and supplying commodities, subject to the constraints on vehicle capacity and travel distance…”
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Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms Autor Kaushik, Deepika, Nadeem, Mohammad

“… The Confluence Metaheuristic operates by dividing the initial population into multiple streams, each subject to a different stochastic algorithm…”
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Reduce the construction cost of a 7-story RC public building with metaheuristic algorithms Autor Aslay, Semi Emrah, Dede, Tayfun

“… The number of research on this subject is increasing day by day. However, in these studies, the real world-structure is generally not used…”
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Population Generation Methods for Metaheuristic Algorithms Used to Construct Compact Fuzzy Classifiers of Medical Data Autor Bardamova, M., Svetlakov, M., Sarin, K., Hodashinskaya, A., Shurygin, Y., Hodashinsky, I.

“…Fuzzy classifiers differ from other machine learning algorithms in their ability to interpret the inference process, which is especially important in high responsibility subject areas such as medicine…”
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Breast cancer prediction with feature-selected XGB classifier, optimized by metaheuristic algorithms Autor Sarker, Proshenjit, Ksibi, Amel, Jamjoom, Mona M., Choi, Kwonhue, Nahid, Abdullah Al, Samad, Md Abdus

“… We addressed this by reducing the features while maintaining performance. A Wrapper Model with Metaheuristic Algorithms…”
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Advanced Metaheuristic Algorithms on Solving Multimodal Functions: Experimental Analyses and Performance Evaluations Autor Kuyu, Yiğit Çağatay, Vatansever, Fahri

“… Numerous metaheuristic algorithms aim to find the best balance between exploration and exploitation, and better algorithms have been developed during the search for such a…”
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Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management

“…The main aim of this book is to present various implementations of ML methods and metaheuristic algorithms to improve modelling and prediction hydrological and water resources phenomena having vital…”
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Optimization of Laminar Boundary Layers in Flow over a Flat Plate Using Recent Metaheuristic Algorithms Autor Gunal, Ozen, Akpinar, Mustafa, Ovaz Akpinar, Kevser

“…Heat transfer is one of the most fundamental engineering subjects and is found in every moment of life…”
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Reliability assessment of truss structures with natural frequency constraints using metaheuristic algorithms Autor Hoseini Vaez, Seyed Rohollah, Mehanpour, Hashem, Fathali, Mohammad Ali

“…The failure probability (reliability index) and evaluation of safety of structures is a subject of interest in structural engineering…”
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Exact and Hybrid Metaheuristic Algorithms to Solve Bi-Objective Permutation Flow Shop Scheduling Problem Autor Motair, Hafed M.

“… ) and maximum tardiness ( T max ). The aim is to minimize the two objective functions lexicographicaly, which is minimize maximum tardiness subject to that the makespan is optimal…”
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Focused Crawler for Event Detection Using Metaheuristic Algorithms and Knowledge Extraction Autor Hossein Moradi, Fatemeh Azimzadeh

“…The surge in internet usage has sparked new demands. Historically, specialized web crawlers were devised to retrieve pages pertaining to specific subjects…”
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Vendor managed inventory control system for deteriorating items using metaheuristic algorithms Autor Rabbani, Masoud, Rezaei, Hamidreza, Lashgari, Mohsen, Farrokhi-Asl, Hamed

“… Two metaheuristic algorithms, namely Simulated Annealing and Tabu Search, are used to find a near optimal solution for the proposed fuzzy nonlinear integer-programming problem with the objective…”
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A Comparative Study of Eighteen Self-adaptive Metaheuristic Algorithms for Truss Sizing Optimisation Autor Pholdee, Nantiwat, Bureerat, Sujin

“… Six traditional truss sizing design problems with mass objective function subject to displacement and stress constraints were employed for performance test…”
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DIWJAYA: JAYA driven by individual weights for enhanced photovoltaic model parameter estimation Autor Choulli, Imade, Elyaqouti, Mustapha, hanafi Arjdal, El, Ben hmamou, Dris, Saadaoui, Driss, Lidaighbi, Souad, Elhammoudy, Abdelfattah, Abazine, Ismail, El aidi idrissi, Yassine

“… The modeling of solar cells and the precise identification of their equivalent model parameters have become one of the most extensively discussed subjects in recent developments in photovoltaic systems…”
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A rule-based energy management scheme for long-term optimal capacity planning of grid-independent microgrid optimized by multi-objective grasshopper optimization algorithm Autor Bukar, Abba Lawan, Tan, Chee Wei, Yiew, Lau Kwan, Ayop, Razman, Tan, Wen-Shan

“…•A nature-inspired driven approach is proposed to optimally design off-grid microgrid.•Development of a rule-based energy management scheme based on queuing…”
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An optimized Kernel Extreme Learning Machine for the classification of the autism spectrum disorder by using gaze tracking images Autor Gaspar, Angel, Oliva, Diego, Hinojosa, Salvador, Aranguren, Itzel, Zaldivar, Daniel

“…Autism spectrum disorder (ASD) is a lifelong neurological condition that affects how a person interacts and learns. The early and accurate diagnosis of ASD is…”
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Energy efficient clustering with Heuristic optimization based Ro/uting protocol for VANETs Autor Giridhar, Koppisetti, Anbuananth, C., Krishnaraj, N.

“…Vehicle networks have been the subject of increasing amounts of study from both academia and industry as a way of enhancing traffic safety and providing real-time data to motorists and passengers…”
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