Search Results - Interactive Evolutionary Multi-Objective Optimization Algorithm

An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls by Sinha, Ankur, Korhonen, Pekka, Wallenius, Jyrki, Deb, Kalyanmoy

“…•Interactive evolutionary algorithm for handling many objective optimization problems…”
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An IGD+ Indicator-Based Metric for Interactive Evolutionary Multi-Objective Optimization Algorithms by Tian, Hao, Li, Fei, Zhou, Baiyu, Yang, Yujie, Huang, Xun

“…Interactive evolutionary multi-objective optimization algorithms have received widespread research…”
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An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems by Ghosh, Abhiroop, Deb, Kalyanmoy, Goodman, Erik, Averill, Ronald

“… User knowledge can be formulated as inter-variable relationships to assist an optimization algorithm in finding good solutions faster…”
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Interactive Evolutionary Multi-Objective Optimization Algorithms: Development, Improvements, Benchmarking and Analysis of Performance by Shavarani, Seyed Mahdi

“…Interactive multi-objective optimization algorithms exploit the preferences of a human Decision Maker (DM…”
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A Tradeoff-Based Interactive Multi-Objective Optimization Method Driven by Evolutionary Algorithms by Chen, Lu, Xin, Bin, Chen, Jie

“… In order to support the decision maker (DM) to find his/her most preferred solution, we propose an interactive multi-objective optimization method based…”
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Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems by 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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Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems: Advanced Intelligent Computing Theories and Methodologies: Selected papers from the 2012 Eighth International Conference on Intelligent Computing (ICIC2012) by DUNWEI GONG, XINFANG JI, JING SUN, XIAOYAN SUN

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Interactive evolutionary algorithms with decision-maker׳s preferences for solving interval multi-objective optimization problems by 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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A preference-based evolutionary algorithm for multi-objective optimization by 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 multi-objective optimization for quasi-concave preference functions by 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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An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems by Ghosh, Abhiroop, Kalyanmoy Deb, Goodman, Erik, Averill, Ronald

“… User knowledge can be formulated as inter-variable relationships to assist an optimization algorithm in finding good solutions faster…”
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Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting by Cruz-Reyes, Laura, Fernández, Eduardo, Sánchez, Patricia, Gómez, Claudia

“…Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM…”
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Empirical Studies on the Role of the Decision Maker in Interactive Evolutionary Multi-Objective Optimization by Lai, Guiyu, Liao, Minhui, Li, Ke

“…The interactive evolutionary multi-objective optimization (IEMO) algorithms aim to learn and utilize the preference information from the decision maker (DM…”
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Computational experiment-aided prescriptive decision-making for complex supply chains: A case of multi-generation smartphone marketing by Long, Qingqi, Chen, Yingni, Wang, Yongheng, Xu, Le, Zhang, Shuzhu, Peng, Juanjuan

“… A supply chain is a complex multivariate evolutionary system that challenges traditional decision-making paradigms and calls for new decision-making frameworks which can comprehensively support…”
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Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions by Sinha, Ankur, Deb, Kalyanmoy, Korhonen, Pekka, Wallenius, Jyrki

“…This paper advances and evaluates a recently proposed progressively interactive evolutionary multi-objective optimization algorithm…”
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Multi-objective optimization design for a 15 MW semisubmersible floating offshore wind turbine using evolutionary algorithm by 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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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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Multi-Objective Optimization Techniques and Applications in Chemical Engineering by Rangaiah, Gade Pandu

“… and effective techniques for multi-objective optimization. In order to capture this renewed interest, this monograph presents the recent and ongoing research in multi…”
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A sparse large-scale multi-objective evolutionary optimization based on bi-level interactive grouping by Zou, Yingjie, Zou, Juan, Wang, Shiting, Liu, Yuan, Yang, Shengxiang

“…Sparse large-scale multi-objective optimization problems present a dual challenge…”
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High-dimensional interactive adaptive RVEA for multi-objective optimization of polyester polymerization process by 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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