Search Results - "Continuous optimization algorithms"

Online mixed discrete and continuous optimization: Algorithms, regret analysis and applications by Ye, Lintao, Chi, Ming, Liu, Zhi-Wei, Wang, Xiaoling, Gupta, Vijay

“…We study an online mixed discrete and continuous optimization problem where a decision maker interacts with an unknown environment over T rounds. At each…”
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Benchmarking Procedures for Continuous Optimization Algorithms by Opara, Karol, Arabas, Jarosław

“…Reliable comparison of optimization algorithms requires the use of specialized benchmarking procedures. This paper highlights motivations which influence their…”
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A sparse extreme learning machine framework by continuous optimization algorithms and its application in pattern recognition by Yang, Liming, Zhang, Siyun

“…Extreme learning machine (ELM) has demonstrated great potential in machine learning owing to its simplicity, rapidity and good generalization performance. In…”
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Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms by Yuan, Zhi, Montes de Oca, Marco A., Birattari, Mauro, Stützle, Thomas

“… In this article, we study the performance of a number of prominent continuous optimization algorithms for parameter tuning using various case studies from the swarm intelligence literature…”
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Integration of BESS in grid connected networks for reducing the power losses and CO2 emissions: A parallel master-stage methodology based on PDVSA and PSO by Grisales-Noreña, L.F., Cortés-Caicedo, Brandon, Montoya, Oscar Danilo, Sanin-Villa, Daniel, Gil-González, Walter

“…This work addressed the problem of integration and operation of Ion-lithium batteries of different technical characteristics in grid-connected networks (GCN)…”
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Optimal D-STATCOM Operation in Power Distribution Systems to Minimize Energy Losses and CO2 Emissions: A Master–Slave Methodology Based on Metaheuristic Techniques by Bolaños, Rubén Iván, Torres-Mancilla, Cristopher Enrique, Grisales-Noreña, Luis Fernando, Montoya, Oscar Danilo, Hernández, Jesús C.

“…In this paper, we address the problem of intelligent operation of Distribution Static Synchronous Compensators (D-STATCOMs) in power distribution systems to…”
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Online Mixed Discrete and Continuous Optimization: Algorithms, Regret Analysis and Applications by Ye, Lintao, Chi, Ming, Zhi-Wei, Liu, Wang, Xiaoling, Gupta, Vijay

“…We study an online mixed discrete and continuous optimization problem where a decision maker interacts with an unknown environment for a number of \(T\)…”
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CL-NOTEARS: Continuous Optimization Algorithm Based on Curriculum Learning Framework by Liu, Kaiyue, Liu, Lihua, Xiao, Kaiming, Li, Xuan, Zhang, Hang, Zhou, Yun, Huang, Hongbin

“… and often become trapped in local optima. To address these challenges, this paper introduces a continuous optimization algorithm based on the curriculum learning framework: CL-NOTEARS…”
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Adaptive knot placement using a GMM-based continuous optimization algorithm in B-spline curve approximation by Zhao, Xiuyang, Zhang, Caiming, Yang, Bo, Li, Pingping

“…One of the key problems in using B-splines successfully to approximate an object contour is to determine good knots. In this paper, the knots of a parametric…”
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Efficacy of a Device-Based Continuous Optimization Algorithm for Patients With Cardiac Resynchronization Therapy by Ueda, Nobuhiko, Noda, Takashi, Ishibashi, Kohei, Nakajima, Kenzaburo, Kataoka, Naoya, Kamakura, Tsukasa, Wada, Mitsuru, Yamagata, Kenichiro, Inoue, Yuko, Miyamoto, Koji, Nagase, Satoshi, Aiba, Takeshi, Kanzaki, Hideaki, Izumi, Chisato, Noguchi, Teruo, Yasuda, Satoshi, Kusano, Kengo

“…Cardiac resynchronization therapy (CRT) is less effective in patients with mildly wide QRS or non-left bundle branch block (non-LBBB). A new algorithm of every…”
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Resource Allocation Algorithm of Cloud Computing Infrastructure Services based on Continuous Optimization Algorithm by Lu, Wenyi

“… Based on the understanding of optimization theory, the resource allocation algorithm of cloud computing infrastructure services with continuous optimization algorithm is established…”
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Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm by De Anda-Suarez, Juan, Carpio-Valadez, Juan Martin, Puga-Soberanese, Hector J., Calzada-Ledesma, Valentin, Rojas-Dominguez, Alfonso, Jeyakumar, Solai, Espinal, Andres

“…Estimation of Distribution Algorithms (EDAs) maintain and iteratively update a probabilistic model to tackle optimization problems. The Boltzmann Probability…”
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Benchmarking and comparison of nature-inspired population-based continuous optimisation algorithms by Pham, D. T., Castellani, M.

“…This paper describes an experimental investigation into four nature-inspired population-based continuous optimisation methods: the Bees Algorithm, Evolutionary…”
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Continuous Optimization Algorithm for PCB Layout Based on Differential Evolution by Wang, Yu, Chen, Tingting, Chen, Yu

“… This paper presents a continuous optimization algorithm for PCB layout based on Differential Evolution (DE…”
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Enhanced Tree-Seed Continuous Optimization Algorithm for Optimal Multipath Routing in Wireless Sensor Networks by Manoranjani, M., Sukumaran, S.

“…In Wireless Sensor Networks, efficient and reliable data routing is critical, especially in environments characterized by dynamic topology changes and resource…”
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A Discrete-Continuous PSO for the Optimal Integration of D-STATCOMs into Electrical Distribution Systems by Considering Annual Power Loss and Investment Costs by Grisales-Noreña, Luis Fernando, Montoya, Oscar Danilo, Hernández, Jesús C., Ramos-Paja, Carlos Andres, Perea-Moreno, Alberto-Jesus

“…Currently, with the quick increase in global population, the energetic crisis, the environmental problematic, and the development of the power electronic…”
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A Multi-Local Search-Based SHADE for Wind Farm Layout Optimization by Yang, Yifei, Tao, Sichen, Li, Haotian, Yang, Haichuan, Tang, Zheng

“… However, in recent years, researchers have shifted towards enhancing continuous optimization algorithms and incorporating constraints to address WFLO challenges…”
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CO2 footprint minimization of solar-powered HALE using MDO and eco-material selection by Duriez, Edouard, Guadaño Martín, Víctor Manuel, Morlier, Joseph

“…Multidisciplinary Design Optimization (MDO) enables one to reach a better solution than by optimizing each discipline independently. In particular, the optimal…”
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BinBRO: Binary Battle Royale Optimizer algorithm by (Rahkar Farshi), Taymaz Akan, Agahian, Saeid, Dehkharghani, Rahim

“…; nevertheless, they are unable to solve discrete or binary problems. Adaptation and use of continuous optimization algorithms for solving discrete problems have gained growing popularity in recent decades…”
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An adaptation of hybrid binary optimization algorithms for medical image feature selection in neural network for classification of breast cancer by Oyelade, Olaide N., Aminu, Enesi Femi, Wang, Hui, Rafferty, Karen

“… However continuous optimization algorithms have mostly been used though it allows variables to take value within a range of values…”
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