Dynamic Switched Crowding and New Multiobjective DSC-MOAGDE

版本 1.0.8 (10.5 KB) 作者: Hamdi Tolga KAHRAMAN
Unified Space Approach-based Dynamic Switched Crowding (DSC): A New Method for Designing Pareto-based Multi/Many-Objective Algorithms
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DSC (Dynamic Switched Crowding)- is based on a new theory developed for the design of multi-objective optimization algorithms. DSC-MOAGDE is the first algorithm designed based on this theory. Three powerful versions of DSC-MOAGDE have been designed specifically for Real World Engineering Optimization Problems. DSC-MOAGDE can effectively find the Pareto-optimal solution set for Real World Engineering Design Problems where objective functions are in conflict.
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The first implementation of DSC-based archive handling method is the DSC-MOAGDE
1) DSC-MOAGDE :
Unified space approach-based Dynamic Switched Crowding (DSC): A new method for designing Pareto-based multi/many-objective algorithms
https://www.sciencedirect.com/science/article/pii/S2210650222001626
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The second implementation of DSC-based archive handling method is the DSC-MOSOS
2) DSC-MOSOS:
Combined heat and power economic emission dispatch using dynamic switched crowding based multi-objective symbiotic organism search algorithm
https://www.sciencedirect.com/science/article/pii/S1568494623011249?via%3Dihub
https://www.mathworks.com/matlabcentral/fileexchange/155697-dsc-mosos/?s_tid=LandingPageTabfx
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Dear researchers, please check this link to learn milestone methods for the design of meta-heuristic optimization algorithms and to review competitive and state-of-the-art optimization algorithms.
https://se.mathworks.com/matlabcentral/fileexchange/119793-competitive-meta-heuristics-and-benchmark-problems-suite

引用格式

KAHRAMAN, H. T., AKBEL, M., DUMAN, S., KATI, M., SAYAN, H. H. (2022). Unified Space Approach-based Dynamic Switched Crowding (DSC): A New Method for Designing Pareto-based Multi/Many-Objective Algorithms, Swarm and Evolutionary Computation, 101196, https://doi.org/10.1016/j.swevo.2022.101196

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