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Preference Ranking Schemes in Multi-Objective Evolutionary Algorithms
2011In recent years, multi-objective evolutionary algorithms have diversified their goal from finding an approximation of the complete efficient front of a multi-objective optimization problem, to integration of user preferences. These user preferences can be used to focus on a preferred region of the efficient front.
Brown, M., Shukla, P., Schmeck, H.
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Clustering-Based Multi-objective Immune Optimization Evolutionary Algorithm
2012In everyday life, there are plentiful cases that we need to find good solutions such that risk, cost and many other factors are to be optimized. These problems are typical examples of multi-objective optimization problems. Evolutionary algorithms are often employed for solving it.
Tsang, WWP, Lau, HYK
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Multi-strategy multi-objective differential evolutionary algorithm with reinforcement learning
Knowledge-Based Systems, 2023Yupeng Han +6 more
semanticscholar +1 more source
An interactive filter-wrapper multi-objective evolutionary algorithm for feature selection
Swarm and Evolutionary Computation, 2021Zhengyi Liu, B. Chang, Fan Cheng
semanticscholar +1 more source
Future generations computer systems, 2020
Goshgar Ismayilov, H. Topcuoglu
semanticscholar +1 more source
Goshgar Ismayilov, H. Topcuoglu
semanticscholar +1 more source
Dynamic Clustering Using Multi-objective Evolutionary Algorithm
2005A new dynamic clustering method using multi-objective evolutionary algorithm is proposed. As opposed to the traditional static clustering algorithms, our method implements variable length chromosome which allows the algorithm to search for both optimal cluster center positions and cluster number.
Enhong Chen, Feng Wang
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Clinical management of metastatic colorectal cancer in the era of precision medicine
Ca-A Cancer Journal for Clinicians, 2022, Davide Ciardiello, Giulia Martini
exaly
A partition-based constrained multi-objective evolutionary algorithm
Swarm and Evolutionary Computation, 2021Yongkuan Yang, Jianchang Liu, Shubin Tan
semanticscholar +1 more source
Swarm and Evolutionary Computation, 2020
Enda Jiang, Ling Wang, Zhiping Peng
semanticscholar +1 more source
Enda Jiang, Ling Wang, Zhiping Peng
semanticscholar +1 more source

