SURVEY ON APPLICATION OF LAGRANGIAN RELAXATION, INTERIOR POINT AND DYNAMIC PROGRAMMING FOR THE SOLUTION OF HYDROTHERMAL SCHEDULING

I. Hashmi, M. Umair, N. U. Islam, S. Haroon, T. Nadeem

Abstract


This paper provides a critical analysis of research work published on the topic Hydro thermal Coordination problem using Lagrangian Relaxation, Interior Point, and Dynamic Programming. The HTS is a large scale, mixed integer, complex, and nonlinear problem. Lagrangian Relaxation fails to find feasible solution. Moreover, it doesn’t converge to global minima. Interior Point uses the interior of a given solution instead of using the vertices. Dynamic Programming requires long computation time and storage memory. In addition there is also one more drawback of DP is “curse of dimensionality”. The drawbacks of these techniques are resolved by the usage of modern techniques like, coevolutionary, differential co-evolutionary, stochastic programming, GA, BFA, and PSO etc. At the end a conclusion has been presented based on the literature survey.

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