Stochastic MILP model

Part 2 book "Logistic optimization of chemical production processes" includes content: Engineered mixed-integer programming in chemical batch scheduling; milp optimization models for short-term scheduling of batch processes; uncertainty conscious scheduling by two stage stochastic optimization; scheduling based on reachability analysis of timed automata; integrated short and midterm scheduling of chemical production processes – a case study; integration of scheduling with ERP systems.

150p oursky01 24-07-2023 8 6   Download

This paper presents the problem of redesigning a supply network of large scale by considering variability of the demand. The central problematic takes root in determining strategic decisions of closing and adjusting of capacity of some network echelons and the tactical decisions concerning to the distribution channels used for transporting products. We have formulated a deterministic Mixed Integer Linear Programming Model (MILP) and a stochastic MILP model (SMILP) whose objective functions are the maximization of the EBITDA (Earnings before Interest, Taxes, Depreciation and Amortization).

18p toritori 11-05-2020 12 0   Download