Výsledky vyhledávání - "dynamic multi-objective evolutionary algorithms"

Dynamic multi-objective evolutionary algorithms in noisy environments Autor Sahmoud, Shaaban, Topcuoglu, Haluk Rahmi

“…Real-world multi-objective optimization problems encounter different types of uncertainty that may affect the quality of solutions. One common type is the…”
Získat plný text

Dynamic multi-objective evolutionary algorithms for single-objective optimization Autor Jiao, Ruwang, Zeng, Sanyou, Alkasassbeh, Jawdat S., Li, Changhe

“…). The method converts a SOP to an equivalent dynamic multi-objective optimization problem (DMOP). A new dynamic multi-objective evolutionary algorithm…”
Získat plný text

Exploiting characterization of dynamism for enhancing dynamic multi-objective evolutionary algorithms Autor Sahmoud, Shaaban, Topcuoglu, Haluk Rahmi

“…Characterization of dynamism is an essential phase for some of the dynamic multi-objective evolutionary algorithms (DMOEAs…”
Získat plný text

Dynamic Multi-Objective Evolutionary Algorithms: An Overview Autor Guerrero-Peña, Elaine, Araújo, Aluízio, Garrozi, Cícero

“…Evolutionary algorithms have been widely explored and applied in optimization problems. The introduction of multi-objective evolutionary algorithms (MOEAs) has…”
Získat plný text

A general framework based on dynamic multi-objective evolutionary algorithms for handling feature drifts on data streams Autor Sahmoud, Shaaban, Topcuoglu, Haluk Rahmi

“… The first building block of the framework is a dynamic multi-objective evolutionary algorithm called Dynamic Filter-Based Feature Selection (DFBFS…”
Získat plný text

Solving the rotating seru production problem with dynamic multi-objective evolutionary algorithms Autor Liu, Feng, Fang, Kan, Tang, Jiafu, Yin, Yong

“…Today's volatile market conditions in electronic industries have lead to a new production system, seru (which is the Japanese pronunciation for cell), and has…”
Získat plný text

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing Autor Ismayilov, Goshgar, Topcuoglu, Haluk Rahmi

“…Workflow scheduling is a largely studied research topic in cloud computing, which targets to utilize cloud resources for workflow tasks by considering the…”
Získat plný text

Dynamic multi-objective optimization algorithm based decomposition and preference Autor Hu, Yaru, Zheng, Jinhua, Zou, Juan, Jiang, Shouyong, Yang, Shengxiang

“…Most of the existing dynamic multi-objective evolutionary algorithms (DMOEAs) are effective, which focuses on searching for the approximation of Pareto-optimal front (POF…”
Získat plný text

Dynamic multi-objective workflow scheduling for combined resources in cloud Autor Zhang, Yan, Wu, Linjie, Li, Mengxia, Zhao, Tianhao, Cai, Xingjuan

“…Cloud resource providers offer idle resources to users as spot instances. The price of the instances changes with market supply and demand, and the dynamic…”
Získat plný text

Preference Integration in Progressive Dynamic Multi-Objective Evolutionary Algorithms Autor Newton, David William

“… Dynamic multi-objective evolutionary algorithms (DMOEAs) provide an efficient and effective means to address these problems, but the majority of research in this area…”
Získat plný text

Memory-Assisted Dynamic Multi-Objective Evolutionary Algorithm for Feature Drift Problem Autor Sahmoud, Shaaban, Topcuoglu, Haluk Rahmi

“… We utilize a dynamic multi-objective evolutionary algorithm to continuously search for the updated set of relevant features after the occurrence of every change in the environment…”
Získat plný text

Modeling an agent-based cooperative dynamic behavior in an uncertain context of SME's sustainable supply chain Autor Ben Mekki, Aicha, Tounsi, Jihene, Said, Lamjed Ben

“…by drawing upon the concept of competitiveness and the dynamism of the environment, a knowledge base model is developed to design the behavior of autonomous…”
Získat plný text

Dynamic multi-objective evolutionary algorithm based on knowledge transfer Autor Wu, Linjie, Wu, Di, Zhao, Tianhao, Cai, Xingjuan, Xie, Liping

“… However, if all individuals are transferred, they may experience negative transfers. Therefore, this paper proposes a novel knowledge transfer method for the dynamic multi-objective evolutionary algorithm (T-DMOEA…”
Získat plný text

A dynamic multi-objective evolutionary algorithm based on intensity of environmental change Autor Hu, Yaru, Zheng, Jinhua, Zou, Juan, Yang, Shengxiang, Ou, Junwei, Wang, Rui

“…•This paper introduced U-test mechanism to test decision variable and market them into macro-changing decision and micro-changing decision.•An effective update…”
Získat plný text

A dynamic multi-objective evolutionary algorithm using a change severity-based adaptive population management strategy Autor Azzouz, Radhia, Bechikh, Slim, Said, Lamjed Ben

“…In addition to the need for simultaneously optimizing several competing objectives, many real-world problems are also dynamic in nature. These problems are…”
Získat plný text

A dynamic multi-objective evolutionary algorithm based on Mahalanobis distance and intra-cluster individual correlation rectification Autor Ge, Fangzhen, Hou, Xing, Chen, Debao, Shen, Longfeng, Liu, Huaiyu

“…). Although many dynamic multi-objective evolutionary algorithms (DMOEAs) have demonstrated impressive performance, there is still room for improvement in accurately predicting population behavior…”
Získat plný text

A dynamic multi-objective evolutionary algorithm based on genetic engineering and improved particle swarm prediction strategy Autor Yang, Yue, Ma, Yongjie, Zhao, Yan, Zhang, Wenping, Wang, Yu

Získat plný text

A dynamic multi-objective evolutionary algorithm based on gene sequencing and gene editing Autor Yang, Yue, Ma, Yongjie, Wang, Minghao, Wang, Peidi

“… Inspired by the fact that gene sequencing can discover biological gene defects, this paper proposes a dynamic multi-objective evolutionary algorithm based on gene sequencing and gene editing (GSGE…”
Získat plný text

Antenna design using dynamic multi-objective evolutionary algorithm Autor Jiao, Ruwang, Sun, Yongzhi, Sun, Jianqing, Jiang, Yuhong, Zeng, Sanyou

“…To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained…”
Získat plný text

A self-evolving fuzzy system online prediction-based dynamic multi-objective evolutionary algorithm Autor Sun, Jing, Gan, Xingjia, Gong, Dunwei, Tang, Xiaoke, Dai, Hongwei, Zhong, Zhaoman

“… However, the previous dynamic multi-objective evolutionary algorithms usually use linear prediction models to generate the initial population in the new environment, and some nonlinear prediction…”
Získat plný text