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- W2444625575 abstract "The function of operators in an evolutionary algorithm (EA) is very crucial as the operators have a strong effect on the performance of the EA. In this paper, a new selection operator is introduced for a real valued encoding problem, which specifically exists in a shrimp diet formulation problem. This newly developed selection operator is a hybrid between two well-known established selection operators: roulette wheel and binary tournament selection. A comparison of the performance of the proposed operator and the other existing operator was made for evaluation purposes. The result shows that the proposed roulette-tournament selection is better in terms of its ability to provide many good feasible solutions when a population size of 30 is used. Thus, the proposed roulette-tournament is suitable and comparable to established selection for solving a real valued shrimp diet formulation problem. The selection operator can also be generalized to any problems related to EA." @default.
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- W2444625575 date "2016-01-01" @default.
- W2444625575 modified "2023-10-14" @default.
- W2444625575 title "Evolutionary Algorithm with Roulette-Tournament Selection for Solving Aquaculture Diet Formulation" @default.
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- W2444625575 doi "https://doi.org/10.1155/2016/3672758" @default.
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