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iZplus (fzn_izplus)
-- iZ based solver for MiniZinc Challenge 2015 --
Copyright (C) 2015 NTT DATA SEKISUI SYSTEMS CORPORATION.
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* What is fzn_izplus
fzn_izplus is a FlatZinc solver using iZ-C constraint programming
library which is developed by NTT DATA SEKISUI SYSTEMS CORPORATION.
iZ-C provides :
* many built-in constraints
* constraint propagation mechanism
* simple search strategy
And in fzn_izplus, following algorithms are 'plus'ed.
* Randomized restarting in search
For fast random number generation, Xorshift128 algorithm is used.
http://www.jstatsoft.org/v08/i14/paper
Restart strategy is geometirc, but counter will be rewinded
periodically like Luby strategy.
* Local search for optimization problem
In real world problems, sometimes finding 'good' solution using
short time is more important than finding 'best' solution using
long time. And it is known empirically that 'good' solutions are
similar to each other, then local search can be a good strategy.
For optimization problem, fzn_izplus tries to find first solution
using constraint propagation and search. After one solution was found,
it searches similar solutions better than first one.
* Local search for satisfying problem
fzn_izplus tries to maxmize count of assinged variables without
conflict. (Local solution will be relaxed after limited restarting)
* Variable reordering
Failures occured while searching are recorded and variable selection
order is changed using this information.
Domain size and weighted constraint count are also used.
* NG learning
NG learning is implemented as described in:
http://ijcai.org/papers07/Papers/IJCAI07-019.pdf
(To keep NG set small, inactive NGs are removed from learnt set.)
* Author
Toshimitsu FUJIWARA
developer at NTT DATA SEKISUI SYSTEMS CORPORATION
* Acknowledgement
FlatZinc parser in fzn_izplus is based on 'FlatZinc parser skeleton'
written by Guido Tack.
http://www.gecode.org/flatzinc.html/
Please refer to header files in flatzinc_skeleton-1.3.zip
About its copyright and license. (It's contained in this archive.)
Special thanks to Guido Tack and Gecode team.
iZ-C is a constraint programming library developed by
NTT DATA SEKISUI SYSTEMS CORPORATION.
http://www.constraint.org/ja/izc_download.html
(Sorry, above web page is NOT written in English.)