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Peek - Shape - Grab: A Methodology in Three Stages for Approximating the Non-dominated Points of Multiobjective Discrete/Combinatorial Optimization Problems with a Multiobjective Metaheuristic

机译：聚醚醚酮-形状-抓取：一种分三步逼近多目标元启发式多目标离散/组合优化问题非支配点的方法

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摘要

The paper discusses on the role of components of multiobjective metaheuristics in the context of multiobjective discrete/combinatorial optimization. It suggests to separate in three stages the design of an operational solver for this class of optimization problems, featuring a methodology in this context. The arguments are illustrated using the knapsack problem as support, along numerical experiments.

机译：本文讨论了多目标元启发式方法的组成部分在多目标离散/组合优化中的作用。它建议将针对此类优化问题的操作求解器的设计分三个阶段进行，并在此情况下采用一种方法。沿着数值实验，使用背包问题作为支持来说明这些论点。

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《International conference on evolutionary multi-criterion optimization》|2017年|221-235|共15页
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作者
Xavier Gandibleux;
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关键词
Multiobjective optimization; Multiobjective metaheuristic; Discrete and combinatorial problems; Algorithmic design methodology;

机译：多目标优化;多目标元启发式离散和组合问题;算法设计方法;

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专利

1. MULTIOBJECTIVE SIMULATED ANNEALING - A METAHEURISTIC TECHNIQUE FOR MULTIOBJECTIVE OPTIMIZATION OF A CONSTRAINEDPROBLEM [J] . BALRAM SUMAN Foundations of computing and decision sciences . 2002,第3期

机译：多目标模拟退火-约束问题多目标优化的一种元方法。
2. A decomposition-based coevolutionary multiobjective local search for combinatorial multiobjective optimization [J] . Cai Xinye, Hu Mi, Gong Dunwei, Swarm and Evolutionary Computation . 2019,第期

机译：基于分解的共同型多目标本地搜索组合多目标优化
3. The multiobjective discrete optimization problem: A weighted min-max two-stage optimization approach and a bicriteria algorithm [J] . Sayin S, Kouvelis P Management science: Journal of the Institute of Management Sciences . 2005,第10期

机译：多目标离散优化问题：加权最小-最大两阶段优化方法和双标准算法
4. Peek - Shape - Grab: A Methodology in Three Stages for Approximating the Non-dominated Points of Multiobjective Discrete/Combinatorial Optimization Problems with a Multiobjective Metaheuristic [C] . Xavier Gandibleux International Conference on Evolutionary Multi-Criterion Optimization . 2017

机译：peek - shape - grab：三个阶段的方法，用于逼近多目标离散/组合优化问题的非主导地点与多目标成群质训练
5. A scaling methodology for dynamic systems: Quantification of approximate similitude and use in multiobjective design. [D] . Kittirungsi, Burit. 2008

机译：动态系统的缩放方法：近似相似性的量化和在多目标设计中的使用。
6. An Investigation of Generalized Differential Evolution Metaheuristic for Multiobjective Optimal Crop-Mix Planning Decision [O] . Oluwole Adekanmbi, Oludayo Olugbara, Josiah Adeyemo -1

机译：多目标最优作物混合计划决策的广义差分进化元启发式研究
7. Metaheuristics for multiobjective combinatorial optimization: review and recent issues [O] . M. Basseur, E.G. Talbi, A. Nebro, 2006

机译：多目标组合优化的元启发式：回顾和最近的问题
8. Combinatorial Multiobjective Optimization Using Genetic Algorithms [R] . Crossley, William A., Martin. Eric T. 2002

机译：基于遗传算法的组合多目标优化

Peek - Shape - Grab: A Methodology in Three Stages for Approximating the Non-dominated Points of Multiobjective Discrete/Combinatorial Optimization Problems with a Multiobjective Metaheuristic

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