Biogeography-based optimization for constrained optimization problems |
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| Authors: | Ilhem Boussaïd Amitava Chatterjee Patrick Siarry Mohamed Ahmed-Nacer |
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| Affiliation: | 1. University of Science and Technology Houari Boumediene (USTHB), Electrical Engineering and Computer Science Department, El-Alia BP 32 Bab-Ezzouar, 16111 Algiers, Algeria;2. Jadavpur University, Electrical Engineering Department, Kolkata, West Bengal 700 032, India;3. Université de Paris-Est Créteil Val de Marne, LiSSi (EA 3956), 61 avenue du Général de Gaulle 94010 Créteil, France |
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| Abstract: | Biogeography-based optimization (BBO) has been recently proposed as a viable stochastic optimization algorithm and it has so far been successfully applied in a variety of fields, especially for unconstrained optimization problems. The present paper shows how BBO can be applied for constrained optimization problems, where the objective is to find a solution for a given objective function, subject to both inequality and equality constraints. |
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| Keywords: | Biogeography-based optimization Constrained optimization Selection procedure |
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