Výsledky vyhledávání - Epsilon constraint handling method

An improved epsilon constraint-handling method in MOEA/D for CMOPs with large infeasible regions Autor Fan, Zhun, Li, Wenji, Cai, Xinye, Huang, Han, Fang, Yi, You, Yugen, Mo, Jiajie, Wei, Caimin, Goodman, Erik

“…This paper proposes an improved epsilon constraint-handling mechanism and combines it with a decomposition-based multi-objective evolutionary algorithm (MOEA/D…”
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An infeasible solutions diversity maintenance epsilon constraint handling method for evolutionary constrained multiobjective optimization Autor Zhou, Jinlong, Zou, Juan, Zheng, Jinhua, Yang, Shengxiang, Gong, Dunwei, Pei, Tingrui

“… The epsilon constraint handling method is commonly used, which releases the degree of constraint violations by defining a gradually decayed epsilon…”
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LSHADE44 with an Improved \epsilon Constraint-Handling Method for Solving Constrained Single-Objective Optimization Problems Autor Fan, Zhun, Fang, Yi, Li, Wenji, Yuan, Yutong, Wang, Zhaojun, Bian, Xinchao

“…This paper proposes an improved \epsilon constrained handling method (IEpsilon) for solving constrained single-objective optimization problems (CSOPs…”
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A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio Autor Yang, Yongkuan, Liu, Jianchang, Tan, Shubin, Wang, Honghai

“…) with low feasible ratio. To tackle this problem, this paper proposes a multi-objective differential evolutionary algorithm named MODE-SaE based on an improved epsilon constraint-handling method…”
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An improved epsilon constraint handling method embedded in MOEA/D for constrained multi-objective optimization problems Autor Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Han Huang, Zhaoquan Cai, Caimin Wei

“…This paper proposes an improved epsilon constraint handling method embedded in the multi-objective evolutionary algorithm based on decomposition (MOEA/D…”
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A constrained multi-objective evolutionary algorithm based on decomposition and dynamic constraint-handling mechanism Autor Yang, Yongkuan, Liu, Jianchang, Tan, Shubin

“… This paper introduces a multi-objective evolutionary algorithm based on decomposition and dynamic constraint-handling mechanism (MOEA/D-DCH…”
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An Improved Epsilon Constraint-handling Method in MOEA/D for CMOPs with Large Infeasible Regions Autor Fan, Zhun, Li, Wenji, Cai, Xinye, Huang, Han, Fang, Yi, You, Yugen, Mo, Jiajie, Caimin Wei, Goodman, Erik

“…This paper proposes an improved epsilon constraint-handling mechanism, and combines it with a decomposition-based multi-objective evolutionary algorithm (MOEA/D…”
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Combined fitness–violation epsilon constraint handling for differential evolution Autor Stanovov, Vladimir, Akhmedova, Shakhnaz, Semenkin, Eugene

“…Over recent decades, several efficient constraint-handling methods have been proposed in the area of evolutionary computation, and the ε…”
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Spherical search with epsilon constraint and gradient-based repair framework for constrained optimization Autor Yang, Zhuji, Kumar, Abhishek, Mallipeddi, Rammohan, Lee, Dong-Gyu

“… In this paper, we extend SS to solve Constrained Optimization Problems (COPs) by combining the epsilon constraint handling method with a gradient-based repair framework that comprises…”
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A Differential Evolution Algorithm with Q-Learning for Solving Engineering Design Problems Autor Kizilay, Damla, Tasgetiren, M. Fatih, Oztop, Hande, Kandiller, Levent, Suganthan, P. N.

“… as well as crossover and mutation rates from the Q table. The DE-QL algorithm is well equipped with the epsilon constraint handling method to balance the search between feasible regions and infeasible regions during the evolutionary process…”
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DC-SHADE-IF: An infeasible–feasible regions constrained optimization approach with diversity controller Autor Li, Wei, Sun, Bo, Sun, Yafeng, Huang, Ying, Cheung, Yiu-ming, Gu, Fangqing

“… To achieve the second trade-off, we propose an infeasible–feasible regions constraint handling method…”
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Study on guaranteed output constraints in the long term joint optimal scheduling for the hydropower station group Autor He, Zhongzheng, Zhou, Jianzhong, Xie, Mengfei, Jia, Benjun, Bao, Zhengfeng, Qin, Hui, Zhang, Hairong

“…). The new hybrid constraint handling method combining ε-constraint (EC) and penalty functions (PF) (named EC-PF…”
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Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach Autor Biswas, Partha P., Suganthan, P.N., Mallipeddi, R., Amaratunga, Gehan A.J.

“…Optimizing reactive power flow in electrical network is an important aspect of system study as the reactive power supports network voltage which needs to be…”
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Flexibility-based generation maintenance scheduling in presence of uncertain wind power plants forecasted by deep learning considering demand response programs portfolio Autor Sharifi, Vahid, Abdollahi, Amir, Rashidinejad, Masoud

“…•The aim is to reduce cost and satisfy reliability and flexibility criterion by the augmented epsilon constraint method for studied system…”
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Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems Autor Zhang, Chunjiang, Lin, Qun, Gao, Liang, Li, Xinyu

“…•Three constraint handling methods are adopted by BSA.•A ε-constrained method with self-adapting control ε value (SAε) is proposed.•BSA-SAε…”
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A Differential Evolution Algorithm with Adaptive Strategies for Constrained Optimization Problem Autor Wanma, Cuo, Li, Hecheng, Song, Erping

“… Secondly, an improved dynamic epsilon constraint handling method is developed, in which the value of the epsilon decreases as the iteration number increases…”
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A Dual-Population-Based NSGA-III for Constrained Many-Objective Optimization Autor Geng, Huantong, Zhou, Zhengli, Shen, Junye, Song, Feifei

“… Most of the existing constrained many-objective evolutionary algorithms (CMaOEAs) are feasibility-driven, neglecting the maintenance of population convergence and diversity when dealing with conflicting objectives and constraints…”
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A multi-objective berth allocation problem in fuzzy environment Autor Pérez-Cañedo, Boris, Verdegay, José Luis, Rosete, Alejandro, Concepción-Morales, Eduardo René

“… Most studies have considered that vessels arrival and handling times are known fixed quantities available to wharves operators beforehand…”
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Evolutionary optimization using epsilon method for resource-constrained multi-robotic disassembly line balancing Autor Fang, Yilin, Xu, Hongliang, Liu, Quan, Pham, Duc Truong

“…•Resource-constrained multi-robotic disassembly line balancing is studied.•A mathematical model for our problem with multiple objectives is developed.•A…”
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Optimal design of submarine pipeline routes by genetic algorithm with different constraint handling techniques Autor de Lucena, Rodrigo Ribeiro, Baioco, Juliana Souza, de Lima, Beatriz Souza Leite Pires, Albrecht, Carl Horst, Jacob, Breno Pinheiro

“… & gas from offshore platforms. The main motives are related to the assessment of constraint-handling techniques, an important issue in the application of genetic algorithms and other nature-inspired algorithms to such complex…”
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