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Scope of Biogeography Based Optimization for Economic Load Dispatch and Multi-Objective Unit Commitment Problem

Scope of Biogeography Based Optimization for Economic Load Dispatch and Multi-Objective Unit Commitment Problem

Vikram Kumar Kamboj, S.K. Bath
Copyright: © 2014 |Volume: 3 |Issue: 4 |Pages: 21
ISSN: 2160-9500|EISSN: 2160-9543|EISBN13: 9781466654105|DOI: 10.4018/ijeoe.2014100103
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MLA

Kamboj, Vikram Kumar, and S.K. Bath. "Scope of Biogeography Based Optimization for Economic Load Dispatch and Multi-Objective Unit Commitment Problem." IJEOE vol.3, no.4 2014: pp.34-54. http://doi.org/10.4018/ijeoe.2014100103

APA

Kamboj, V. K. & Bath, S. (2014). Scope of Biogeography Based Optimization for Economic Load Dispatch and Multi-Objective Unit Commitment Problem. International Journal of Energy Optimization and Engineering (IJEOE), 3(4), 34-54. http://doi.org/10.4018/ijeoe.2014100103

Chicago

Kamboj, Vikram Kumar, and S.K. Bath. "Scope of Biogeography Based Optimization for Economic Load Dispatch and Multi-Objective Unit Commitment Problem," International Journal of Energy Optimization and Engineering (IJEOE) 3, no.4: 34-54. http://doi.org/10.4018/ijeoe.2014100103

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Abstract

Biogeography Based Optimization (BBO) algorithm is a population-based algorithm based on biogeography concept, which uses the idea of the migration strategy of animals or other spices for solving optimization problems. Biogeography Based Optimization algorithm has a simple procedure to find the optimal solution for the non-smooth and non-convex problems through the steps of migration and mutation. This research paper presents the solution to Economic Load Dispatch Problem for IEEE 3, 4, 6 and 10-unit generating model using Biogeography Based Optimization algorithm. It also presents the mathematical formulation of scalar and multi-objective unit commitment problem, which is a further extension of economic load dispatch problem.

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