Výsledky vyhledávání - interactive (evolutionary OR evolution) multi-objective optimization algorithm

Efficient preference learning algorithm for interactive evolutionary multi-objective optimization Autor Tomczyk, Michał K., Kadziński, Miłosz

“…We propose a preference-learning algorithm tailored for interactive evolutionary multi-objective optimization…”
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Evolutionary Multi-objective Optimization: An Honorary Issue Dedicated to Professor Kalyanmoy Deb

“… Kalyanmoy Deb, published in the journal Mathematical and Computational Applications (MCA). Kalyanmoy Deb has been a pioneer and highly impactful and influential proponent of Evolutionary Multi-objective Optimization (EMO) since 1994…”
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A double auxiliary optimization constrained multi-objective evolutionary algorithm Autor Yang, Yongkuan, Yan, Bing, Kong, Xiangsong, Zhao, Jing

“… Motivated by this inspiration, we propose a double auxiliary optimization constrained multi-objective evolutionary algorithm, namely DAO…”
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Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation Autor Zhou, Wei, Liu, Yong, Li, Min, Wang, Yu, Shen, Zhiqi, Feng, Liang, Zhu, Zexuan

“…, such as diversity, tail novelty or recency, which have been played essential roles in multi-objective recommendation (MOR…”
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A sparse large-scale multi-objective evolutionary optimization based on bi-level interactive grouping Autor Zou, Yingjie, Zou, Juan, Wang, Shiting, Liu, Yuan, Yang, Shengxiang

“…). The algorithm’s novelty lies in two main contributions. First, it introduces a bi-level interactive grouping strategy that applies distinct optimization mechanisms to the binary and real vectors of the solutions, fostering their synergistic co-evolution…”
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Multi-objective optimization design for a 15 MW semisubmersible floating offshore wind turbine using evolutionary algorithm Autor Wang, Jiazhi, Ren, Yajun, Shi, Wei, Collu, Maurizio, Venugopal, Vengatesan, Li, Xin

“… MW floating offshore wind turbine (FOWT) with a focus on the cost. The proposed framework employs a multi-objective evolutionary algorithm, integrating frequency domain (FD…”
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An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems Autor Ghosh, Abhiroop, Deb, Kalyanmoy, Goodman, Erik, Averill, Ronald

“… This paper proposes an interactive knowledge-based evolutionary multi-objective…”
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Multi-Objective Optimization for Interactive Reservoir-Irrigation Planning Considering Environmental Issues by Using Parallel Processes Technique Autor KhazaiPoul, Ahmad, Moridi, Ali, Yazdi, Jafar

“… In this study, a multi-objective optimization algorithm combined with two simulation models (SWAT and WEAP) has been developed to consider the tradeoff between agricultural benefit and environmental water demand through parallel processing…”
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An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls Autor Sinha, Ankur, Korhonen, Pekka, Wallenius, Jyrki, Deb, Kalyanmoy

“…•Interactive evolutionary algorithm for handling many objective optimization problems…”
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High-dimensional interactive adaptive RVEA for multi-objective optimization of polyester polymerization process Autor Zhu, Xiuli, Jiang, Chunli, Hao, Kuangrong, Wang, Rui

“… A novel multi-objective optimization algorithm, named the Interaction Adaptive RVEA (IARVEA), is presented and designed specifically to address the four-objective optimization problem in the polymerization esterification process in this paper…”
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Interactive multi-objective evolutionary optimization of software architectures Autor Ramírez, Aurora, Romero, José Raúl, Ventura, Sebastián

“…•A multi-objective interactive model to discover software architectures is proposed…”
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Interactive evolutionary multi-objective optimization for quasi-concave preference functions Autor Fowler, John W., Gel, Esma S., Köksalan, Murat M., Korhonen, Pekka, Marquis, Jon L., Wallenius, Jyrki

“…We present a new hybrid approach to interactive evolutionary multi-objective optimization that uses a partial preference order to act as the fitness function in a customized genetic algorithm…”
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A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization Autor Huang, Yansong, Zhang, Zherui, Jiao, Ao, Ma, Yuxin, Cheng, Ran

“…Evolutionary multi-objective optimization (EMO) algorithms have been demonstrated to be effective in solving multi-criteria decision-making problems…”
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InDM2: Interactive Dynamic Multi-Objective Decision Making Using Evolutionary Algorithms Autor Nebro, Antonio J., Ruiz, Ana B., Barba-González, Cristóbal, García-Nieto, José, Luque, Mariano, Aldana-Montes, José F.

“… In this paper, we propose a new dynamic multi-objective optimization algorithm called InDM2 that allows the preferences of the decision maker (DM…”
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A preference-based evolutionary algorithm for multi-objective optimization Autor Thiele, Lothar, Miettinen, Kaisa, Korhonen, Pekka J, Molina, Julian

“…In this paper, we discuss the idea of incorporating preference information into evolutionary multi-objective optimization and propose a preference-based evolutionary approach that can be…”
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Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems Autor Gong, Dunwei, Ji, Xinfang, Sun, Jing, Sun, Xiaoyan

“…Interval multi-objective optimization problems (IMOPs), whose parameters are intervals, are considerably ubiquitous in real-world applications…”
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Multi-objective task scheduling in cloud data centers: a differential evolution chaotic whale optimization approach Autor Cui, Xiang

“… This study presents DECWOA, a novel Differential Evolution Chaotic Whale Optimization Algorithm designed to enhance scheduling in cloud data centers…”
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A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VI DEO) Autor Kollat, Joshua B., Reed, Patrick

“…This study presents a framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VI DEO…”
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Review: Multi-objective optimization methods and application in energy saving Autor Cui, Yunfei, Geng, Zhiqiang, Zhu, Qunxiong, Han, Yongming

“… able to find global optimal solutions. In this paper, we make a brief introduction of multi-objective optimization problems and some state-of-the-art intelligent algorithms…”
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An interactive filter-wrapper multi-objective evolutionary algorithm for feature selection Autor Liu, Zhengyi, Chang, Bo, Cheng, Fan

“… To make full use of the advantages of two methods, in this paper, an interactive filter-wrapper multi-objective evolutionary algorithm, named GR-MOEA is proposed, where guiding and repairing…”
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