Suchergebnisse - interactive evolutionary multi-objective optimization algorithm

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

“… •Interactive evolutionary algorithm for handling many objective optimization problems …”
Volltext

An IGD+ Indicator-Based Metric for Interactive Evolutionary Multi-Objective Optimization Algorithms von Tian, Hao, Li, Fei, Zhou, Baiyu, Yang, Yujie, Huang, Xun

“… Interactive evolutionary multi-objective optimization algorithms have received widespread research …”
Volltext

An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems von 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 …”
Volltext

Interactive Evolutionary Multi-Objective Optimization Algorithms: Development, Improvements, Benchmarking and Analysis of Performance von Shavarani, Seyed Mahdi

“… Interactive multi-objective optimization algorithms exploit the preferences of a human Decision Maker (DM …”
Volltext

A Tradeoff-Based Interactive Multi-Objective Optimization Method Driven by Evolutionary Algorithms von 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 …”
Volltext

Interactive evolutionary algorithms with decision-maker's preferences for solving interval multi-objective optimization problems von 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 …”
Volltext

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) von DUNWEI GONG, XINFANG JI, JING SUN, XIAOYAN SUN

Volltext

Interactive evolutionary algorithms with decision-maker׳s preferences for solving interval multi-objective optimization problems von 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 …”
Volltext

A preference-based evolutionary algorithm for multi-objective optimization von 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 …”
Weitere Angaben

Interactive evolutionary multi-objective optimization for quasi-concave preference functions von 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 …”
Volltext

An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems von 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 …”
Volltext

Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting von Cruz-Reyes, Laura, Fernández, Eduardo, Sánchez, Patricia, Gómez, Claudia

“… Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM …”
Volltext

Empirical Studies on the Role of the Decision Maker in Interactive Evolutionary Multi-Objective Optimization von 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 …”
Volltext

Computational experiment-aided prescriptive decision-making for complex supply chains: A case of multi-generation smartphone marketing von 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 …”
Volltext

Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions von Sinha, Ankur, Deb, Kalyanmoy, Korhonen, Pekka, Wallenius, Jyrki

“… This paper advances and evaluates a recently proposed progressively interactive evolutionary multi-objective optimization algorithm …”
Volltext

Multi-objective optimization design for a 15 MW semisubmersible floating offshore wind turbine using evolutionary algorithm von 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 …”
Volltext

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 …”
Volltext

Multi-Objective Optimization Techniques and Applications in Chemical Engineering von 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 …”
Volltext

A sparse large-scale multi-objective evolutionary optimization based on bi-level interactive grouping von Zou, Yingjie, Zou, Juan, Wang, Shiting, Liu, Yuan, Yang, Shengxiang

“… Sparse large-scale multi-objective optimization problems present a dual challenge …”
Volltext

High-dimensional interactive adaptive RVEA for multi-objective optimization of polyester polymerization process von 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 …”
Volltext