Decision Optimization

Decision Optimization

Delivers prescriptive analytics capabilities and decision intelligence to improve decision-making.


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  • 1.  Search strategies

    Posted 01/11/15 12:31 AM

    Originally posted by: noneless


    Hi all

    How can I get a good document on search strategies in CP? 


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  • 2.  Re: Search strategies

    Posted 01/14/15 07:45 AM

    Originally posted by: PhilippeLaborie


     

    There is no document describing in detail the search strategies of CP Optimizer. One of the reason is that we are continously improving them. Nevertheless, there are a number of articles and slide decks that describe to a certain extent some of the main ingredients of the automatic search. I give a list below.

    For problems with integer variables :

    Impact-based search  :

    P. Refalo : Impact-based search strategies for constraint programming. In: Proc. CP 2004. pp. 557-571. (2004).

     Constraint propagation :

    P. Shaw : A Constraint for Bin Packing, In : Proc. CP-2004, pp648-662. (2004).

    For scheduling problems involving interval variables :

    Self-Adapting Large Neighborhood Search :

    P. Laborie, D. Godard : Self-adapting large neighborhood search: Application to single-mode scheduling problems. In: Proc. MISTA-2007. pp. 276-284. (2007).

    Temporal Linear Relaxation :

    P. Laborie and J. Rogerie : Temporal Linear Relaxation in IBM ILOG CP Optimizer. Journal of Scheduling. (2014).

    Constraint propagation :

    P. Laborie, J. Rogerie : Reasoning with conditional time-intervals. In: Proc. FLAIRS-2008. pp. 555-560. (2008). Slides: http://www.slideshare.net/PhilippeLaborie/reasoning-with-conditional-timeintervals

    P. Vilim : Max Energy Filtering Algorithm for Discrete Cumulative Resources. In : Proc. CPAIOR-2009. (2009).

    P. Vilim : Edge Finding Filtering Algorithm for Discrete Cumulative Resources in O(kn log n). In : Proc CP-2009. (2009).

     

    There is also a (very) high-level description of the different search types in the documentation. Look for instance in :

    CP Optimizer>CP Optimizer User's Manual>Tuning the CP Optimizer search>Using alternative search types

     


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