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Roulette-tournament selection for shrimp diet formulation problem


Abd Rahman, Rosshairy and Ramli, Razamin (2013) Roulette-tournament selection for shrimp diet formulation problem. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

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Abstract

This paper aims to propose a new selection procedure for real value encoding problem, specifically for shrimp diet problem.This new selection is a hybrid between two well-known selection procedure; roulette wheel selection and binary tournament selection.Shrimp diet problem is investigated to understand the hard constraints and the soft constraints involved.The comparison between other existing selections is also described for evaluation purposes.The result shows that roulette-tournament selection is better in terms of number of feasible solutions achieved and thus suitable for real value encoding problem.However, the combination with other crossover or mutation might be investigated to find the most suited combination that can obtain better best so far solution.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: evolutionary algorithm, diet problem, selection, shrimp diet
Subjects: Q Science > QA Mathematics
Divisions: College of Arts and Sciences
Depositing User: Dr. Rosshairy Abdul Rahman
Date Deposited: 18 Dec 2013 01:34
Last Modified: 24 Aug 2014 01:57
URI: http://repo.uum.edu.my/id/eprint/9408

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