Search Results - scalarizing objective function

Preference-based multi-objective evolutionary algorithm with linear combination scalarizing function and reference point adjustment by Zhao, Peipei, Wang, Liping, Fang, Zhaolin, Pan, Xiaotian, Qiu, Qicang

“… Most decomposition-based approaches often employ the achievement scalarizing function (ASF) as their scalarizing function…”
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Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization by Liu, Qiqi, Jin, Yaochu, Heiderich, Martin, Rodemann, Tobias

“… To address this dilemma, we propose to adapt the reference vectors and the scalarizing functions in a coordinated way…”
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Comparison of algorithms for multi-objective optimization of radio technical device characteristics by Smirnov, A. V.

“…) population-based algorithm for searching the full approximation of the Pareto set simultaneously, while the other three algorithms minimize the scalar objective function to find only one element…”
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Achievement scalarizing function sorting for strength Pareto evolutionary algorithm in many-objective optimization by Li, Xin, Li, Xiaoli, Wang, Kang, Yang, Shengxiang, Li, Yang

“… In order to reduce the selection pressure and improve the diversity, we propose achievement scalarizing function sorting strategy to make strength Pareto evolutionary algorithm suitable for many-objective optimization…”
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A preference-based evolutionary algorithm for multi-objective optimization by Thiele, Lothar, Miettinen, Kaisa, Korhonen, Pekka J, Molina, Julian

“… In multi-objective optimization, achievement scalarizing functions are widely used to project a given…”
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Hypervolume approximation using achievement scalarizing functions for evolutionary many-objective optimization by Ishibuchi, H., Tsukamoto, N., Sakane, Y., Nojima, Y.

“…This paper proposes an idea of approximating the hypervolume of a non-dominated solution set using a number of achievement scalarizing functions with uniformly distributed weight vectors…”
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Analysis of inverted PBI and comparison with other scalarizing functions in decomposition based MOEAs by Sato, Hiroyuki

“… Each single objective optimization problem is defined by a scalarizing function using a weight vector…”
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Enhancing robustness of the inverted PBI scalarizing method in MOEA/D by Qi, Yutao, Yu, Jusheng, Li, Xiaodong, Quan, Yining, Miao, Qiguang

“…•Search behavior of the inverted penalty-based boundary intersection (IPBI) scalarizing function in the decomposition based multi-objective evolutionary algorithm (MOEA/D…”
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A study on multi-objective particle swarm optimization with weighted scalarizing functions by Loo Hay Lee, Ek Peng Chew, Yu Qian, Haobin Li, Yue Liu

“… Various scalarizing functions, such as simple weighted aggregation (SWA), weighted compromise programming (WCP…”
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Scalarizing functions in solving multi-objective problem-an evolutionary approach by Vasumathi, D., S, Thangavelu

“…Scalarizing functions had long been observed for optimization of multi-objective problems…”
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Methods for multi-objective optimization: An analysis by Giagkiozis, I., Fleming, P.J.

“… These methods employ a scalarizing function to reduce the multi-objective problem into a set of single objective problems, which upon solution yield a good approximation of the set of optimal solutions…”
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Scalarizing Functions in Bayesian Multiobjective Optimization by Chugh, Tinkle

“…Scalarizing functions have been widely used to convert a multiobjective optimization problem into a single objective optimization problem…”
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Study of the approximation of the fitness landscape and the ranking process of scalarizing functions for many-objective problems by Toscano, Gregorio, Deb, Kalyanmoy

“… On the other hand, scalarizing functions have proved to work well with many-objective problems…”
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Experiments with classification-based scalarizing functions in interactive multiobjective optimization by Miettinen, Kaisa, Mäkelä, Marko M., Kaario, Katja

“…In multiobjective optimization methods, the multiple conflicting objectives are typically converted into a single objective optimization problem with the help of scalarizing functions…”
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An Ensemble of Scalarizing Functions and Weight Vectors for Evolutionary Multi-Objective Optimization by Cristina Valencia-Rodriguez, Diana, Coello Coello, Carlos A.

“… Furthermore, scalarizing functions have been successfully used in decomposition-based and some indicator-based Multi-objective Evolutionary Algorithms (MOEAs…”
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A new achievement scalarizing function based on parameterization in multiobjective optimization by Nikulin, Yury, Miettinen, Kaisa, Mäkelä, Marko M.

“… of constructing and optimizing a so-called achievement scalarizing function (ASF) which has an ability to produce any Pareto optimal or weakly/properly Pareto optimal solution…”
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Interactive Reference Point Procedure Based on the Conic Scalarizing Function by Ustun, Ozden

“…In multiobjective optimization methods, multiple conflicting objectives are typically converted into a single objective optimization problem with the help of scalarizing functions…”
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A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming by Liefooghe, Arnaud, Verel, Sébastien, Hao, Jin-Kao

“…•We extend conventional single-objective unconstrained binary quadratic programming (UBQP…”
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Kriging-Based Framework Applied to a Multi-Point, Multi-Objective Engine Air-Intake Duct Aerodynamic Optimization Problem by Drężek, Przemysław S., Kubacki, Sławomir, Żółtak, Jerzy

“… (RBF)-based mesh morphing technique and the Chebyshev-type Achievement Scalarizing Function (ASF…”
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A conic scalarization method in multi-objective optimization by Kasimbeyli, Refail

“… We introduce a special class of monotonically increasing sublinear scalarizing functions and show that the zero sublevel set of every function from this class is a convex closed and pointed cone…”
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