DocumentCode :
3314440
Title :
Application of the Bernstein form for reliable global optimization of mixed-integer problems in process synthesis and design
Author :
Patil, Bhagyesh V. ; Nataraj, P.S.V. ; Bhartiya, S.
Author_Institution :
IDP in Syst. & Control Eng., IIT Bombay, Mumbai, India
fYear :
2010
fDate :
14-16 Dec. 2010
Firstpage :
562
Lastpage :
567
Abstract :
In this paper, we present a Bernstein polynomial approach to optimally and reliably solve polynomial class of mixed-integer programming (MIP) problems. We use the Bernstein form in the branch-and-bound framework to compute a global optimum of MIPs. We present two application examples of MIPs: optimal pump configuration problem and trim loss minimization, to demonstrate the Bernstein polynomial approach.
Keywords :
integer programming; minimisation; polynomials; process design; pumps; tree searching; Bernstein form; Bernstein polynomial approach; MIP problem; branch-and-bound framework; mixed-integer programming problem; optimal pump configuration problem; process design; process synthesis; reliable global optimization; trim loss minimization; Chemicals; Silicon; Bernstein polynomials; global optimization; mixed-integer programming problems; process synthesis and design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Reliability, Safety and Hazard (ICRESH), 2010 2nd International Conference on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4244-8344-0
Type :
conf
DOI :
10.1109/ICRESH.2010.5779611
Filename :
5779611
Link To Document :
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