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Approximate Mixed-Integer Programming Solution with Machine Learning Technique and Linear Programming Relaxation

Published • Jun 1, 2019
NobleIDNI4P09W47R04S23
Authors:
Xinming Lin
,
Zhangshuan Hou
,
Huiying Ren

Abstract

Security constrained unit commitment (SCUC) is solved in the day-ahead electricity market to determine electricity generation schedule for the following date. The associated mixed integer programming (MIP) problem is known computationally hard. Heuristics like rounding can be computationally efficie...

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