A Boolean network is one of the models of biological networks such as gene regulatory networks, and has been extensively studied. In particular, a probabilistic Boolean network (PBN) is well known as an extension of Boolean networks, but in the existing methods to solve the optimal control problem o
An optimal control approach to nonlinear mixed integer programming problems
โ Scribed by H.W.J. Lee; K.L. Teo; X.Q. Cai
- Publisher
- Elsevier Science
- Year
- 1998
- Tongue
- English
- Weight
- 984 KB
- Volume
- 36
- Category
- Article
- ISSN
- 0898-1221
No coin nor oath required. For personal study only.
โฆ Synopsis
Motivated by the recent developments of the Control Parametrization Enhancing Technique (CPET), a novel method for solving a general cleee of nonlinear mixed integer prcgramming problems is introduced in thii paper. By imposing appropriate dynamice as well ee a set of statistical variance type of functional constraints, a problem with mixed integer decision variables is first transformed into a discretevalued optimal control problem, and then transformed, by applying CPET, into a standard optimization problem involving only continuous values.
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