Thursday, 13:45 - 14:10 h, Room: H 1058

 

Arnaud Schulz
Enterprise-class optimization-based solutions with CPLEX Optimization Studio and SPSS predictive analytics

Coauthors: Vincent Beraudier, Frederic Delhoume

 

Abstract:
The talk will focus on the integration of different analytics such as optimization (prescriptive analytics) and predictive analytics based on ILOG optimization and SPSS.
The presentation will showcase the synergy of these two worlds. The key integration piece will be presented, that is, the connector between prescriptive (optimization) and predictive analytics (SPSS Modeler), existing in the OPL language, integrated in the the CPLEX Studio Integrated Development Environment.
With this connector statistical algorithms/methods are available to feed with data any optimization model either written for math programming (CPLEX Optimizer) or constraint programming (CP Optimizer).
This opens up the door for decision makers at line-of-business, IT professionals and analytics practitioners to take advantage of out-of-the-box capabilities for implementing custom planning and scheduling solutions, collaborative planning processes, to name a few.

 

Talk 2 of the invited session Thu.2.H 1058
"Modeling languages and software II" [...]
Cluster 10
"Implementations & software" [...]

 

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