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