Search Results - multi-objective optimization evolution algorithm based on decomposition

Improved multi-objective differential evolution algorithm based on a decomposition strategy for multi-objective optimization problems by Fan, Mingwei, Chen, Jianhong, Xie, Zuanjia, Ouyang, Haibin, Li, Steven, Gao, Liqun

“… In this paper, an improved multi-objective differential evolution algorithm (MOEA/D/DEM) based on a decomposition strategy is proposed to improve the performance…”
Get full text

A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution by Zheng, Jinhua, Zhang, Zeyu, Zou, Juan, Yang, Shengxiang, Ou, Junwei, Hu, Yaru

“… Confronting these two points, this paper proposes a dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution (ADNEPSO…”
Get full text

Wind turbine blade geometry design based on multi-objective optimization using metaheuristics by Vianna Neto, Júlio Xavier, Guerra Junior, Elci José, Moreno, Sinvaldo Rodrigues, Hultmann Ayala, Helon Vicente, Mariani, Viviana Cocco, Coelho, Leandro dos Santos

“… of the blade itself, using for that purpose stochastic multi-objective optimization methods. An optimization benchmark problem was proposed, which represents the wind conditions…”
Get full text

Multi-objective differential evolution optimization based on uniform decomposition for wind turbine blade design by Wang, Long, Wang, Tongguang, Wu, Jianghai, Chen, Guoping

“…Wind turbine blade design is a complicated multi-objective optimization task. In this article, a novel gradient-based multi-objective evolution algorithm based…”
Get full text

The optimal grouting area and cable distribution design for guaranteeing roadway stability while considering fluid mechanical effects via the CMOEAD algorithm by Li, Peng, Guo, Yinghai, Cheng, Yinghao, Zhang, Jiaming

“…‒mechanical coupling effects were considered. In combination with the CMOEAD (constrained multi-objective evolution algorithm based on decomposition…”
Get full text

A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems by Panagant, Natee, Pholdee, Nantiwat, Bureerat, Sujin, Yildiz, Ali Riza, Mirjalili, Seyedali

“… multi-verse optimisation, multi-objective water cycle algorithm, multi-objective Salp swarm algorithm, success history-based adaptive multi-objective differential evolution, success history…”
Get full text

Adaptive ε-Constraint Multi-Objective Evolutionary Algorithm Based on Decomposition and Differential Evolution by Liu, Bing-Jie, Bi, Xiao-Jun

“…>-constraint multi-objective evolutionary algorithm based on decomposition and differential evolution (<inline-formula> <tex-math notation="LaTeX">\varepsilon </tex-math></inline-formula>-MOEA/D-DE…”
Get full text

Solving Molecular Docking Problems with Multi-Objective Metaheuristics by García-Godoy, María, López-Camacho, Esteban, García-Nieto, José, Nebro, Antonio, Aldana-Montes, José

“… which of them has the best overall performance. In this paper, we use and compare, for the first time, a set of representative multi-objective optimization algorithms applied to solve complex molecular docking problems…”
Get full text

Cost versus life cycle assessment-based environmental impact optimization of drinking water production plants by Capitanescu, F., Rege, S., Marvuglia, A., Benetto, E., Ahmadi, A., Gutiérrez, T. Navarrete, Tiruta-Barna, L.

“…)-based environmental impact while satisfying outlet water quality criteria. This leads to a challenging bi-objective constrained optimization problem, which relies…”
Get full text

Hybrid adaptive evolutionary algorithm based on decomposition by Mashwani, Wali Khan, Salhi, Abdellah, Yeniay, Ozgur, Jan, Muhammad Asif, Khanum, Rasheeda Adeeb

“…[Display omitted] •We suggest the hybrid adaptive evolutionary algorithm based on decomposition (HAEA/D…”
Get full text

Techno-Economic Optimization of an Off-Grid Solar/Wind/Battery Hybrid System with a Novel Multi-Objective Differential Evolution Algorithm by Yang, Yong, Li, Rong

“…: a non-dominated sorting genetic algorithm and a multi-objective evolution algorithm based on decomposition…”
Get full text

Optimal reservoir flood operation using a decomposition-based multi-objective evolutionary algorithm by Zhang, Xiao, Luo, Jungang, Sun, Xiaomei, Xie, Jiancang

“…), is developed by introducing a differential evolution-inspired recombination into the algorithmic framework of the decomposition-based multi-objective optimization algorithm, which has been…”
Get full text

Reliability aware multi-objective predictive control for wind farm based on machine learning and heuristic optimizations by Yin, Xiuxing, Zhao, Xiaowei, Lin, Jin, Karcanias, Aris

“…), the multi-objective evolutionary algorithm based on decomposition (MOEA/D), the multi-objective particle swarm…”
Get full text

Study on deep reinforcement learning-based multi-objective path planning algorithm for inter-well connected-channels by Wang, Ruiqi, Zhang, Dongmei, Kang, Zhijiang, Zhou, Rucheng, Hui, Gang

Get full text

Train operation optimization with adaptive differential evolution algorithm based on decomposition by Liu, Di, Zhu, Songqing, Xu, Youxiong, Liu, Kun

“… Second, to obtain the Pareto frontier of train operation, a uniform design multi‐objective adaptive differential evolution algorithm based on decomposition (UMADE…”
Get full text

Handling multi-objective optimization problems with unbalanced constraints and their effects on evolutionary algorithm performance by Peng, Chaoda, Liu, Hai-Lin, Goodman, Erik D.

“…Despite the successful application of an extension of the Multi-Objective Evolution Algorithm based on Decomposition (MOEA/D-M2M…”
Get full text

A Special Points-Based Hybrid Prediction Strategy for Dynamic Multi-Objective Optimization by Li, Jianxia, Liu, Ruochen, Wang, Ruinan, Liu, Jin, Mu, Caihong

“… This paper designs a special point-based hybrid prediction strategy (SHPS) integrated into the decomposition-based multi-objective optimization algorithm with differential evolution (MOEA/D-DE…”
Get full text

A multi-objective simulation-based optimization approach for inventory replenishment problem with premium freights in convergent supply chains by Avci, Mualla Gonca, Selim, Hasan

“… In this context, a decomposition-based multi-objective differential evolution algorithm (MODE/D) is used to determine demand forecast adjustment factor, safety stock…”
Get full text

A Multi-objective, simulation-based optimization framework for supply chains with premium freights by Avci, Mualla Gonca, Selim, Hasan

“…•A decomposition-based multi-objective differential evolution algorithm is developed.•The proposed framework is implemented to a multi-national automotive supply chain…”
Get full text

Comparison of two multi-objective optimization methods for composite radiation shielding materials by Cai, Yao, Hao, Rui, Yu, Shaojie, Wang, Chang, Hu, Guang

“…Combining the SCE algorithm (Shuffled Complex Evolution), MOEA/D algorithm (Multi-Objective Evolutionary Algorithm based on Decomposition…”
Get full text