About: Interval linear programming techniques in constraint programming and global optimization     Goto   Sponge   NotDistinct   Permalink

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Description
  • We consider a constraint programming problem described by a system of nonlinear equations and inequalities; the objective is to tightly enclose all solutions. First, we linearize the constraints to get an interval linear system of equations and inequalities. Then, we adapt techniques from interval linear programming to find a polyhedral relaxation to the solution set. The linearization depends on a selection of the relaxation center; we discuss various choices and give some recommendations. The overall procedure can be iterated and thus serves as a contractor.
  • We consider a constraint programming problem described by a system of nonlinear equations and inequalities; the objective is to tightly enclose all solutions. First, we linearize the constraints to get an interval linear system of equations and inequalities. Then, we adapt techniques from interval linear programming to find a polyhedral relaxation to the solution set. The linearization depends on a selection of the relaxation center; we discuss various choices and give some recommendations. The overall procedure can be iterated and thus serves as a contractor. (en)
Title
  • Interval linear programming techniques in constraint programming and global optimization
  • Interval linear programming techniques in constraint programming and global optimization (en)
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  • Interval linear programming techniques in constraint programming and global optimization
  • Interval linear programming techniques in constraint programming and global optimization (en)
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  • RIV/00216208:11320/14:10282493!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita
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  • P(GA13-10660S), S
http://linked.open...vai/riv/dodaniDat
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  • 22560
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  • RIV/00216208:11320/14:10282493
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  • global optimization; constraint programming; linear programming; Interval computation (en)
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http://linked.open...ontrolniKodProRIV
  • [2B49C47B4000]
http://linked.open...v/mistoKonaniAkce
  • Novosibirsk, Rusko
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  • CH
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  • Constraint Programming and Decision Making
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  • Hladík, Milan
  • Horáček, Jaroslav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1860-949X
number of pages
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  • 10.1007/978-3-319-04280-0_6
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  • SPRINGER
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  • 978-3-319-04279-4
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  • 11320
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