会議情報
CPAIOR 2025: International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research
https://sites.google.com/view/cpaior2025
提出日:
2024-12-08
通知日:
2025-02-10
会議日:
2025-11-10
場所:
Melbourne, Australia
年:
22
閲覧: 10576   追跡: 1   出席: 0

論文募集
The 22nd International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research will be held in Melbourne, Australia from November 10 to November 13, 2025. The conference will be co-located with ICAPS 2025.

While the conference will take place later in the year than usual, papers are still due in December 2024, in order to not interfere with the usual sequence of conference deadlines.

The aim of the conference is to promote a space where researchers from Constraint Programming (CP), Artificial Intelligence (AI), and Operations Research (OR) present innovative techniques, new applications, and original cutting-edge ideas, thereby encouraging researchers from one area to learn from the others. Of particular interest to the conference are papers that integrate concepts and methodologies from these different fields, either proposing interesting new techniques for complex/practical problems or expanding our theoretical insights and cross-field understanding. However, high-quality original papers from a single area are welcome when also relevant to the other communities involved. The conference also strongly encourages regular papers or experience reports showcasing CP/AI/OR techniques on challenging real-world applications.

The program committee invites submissions that include, but are far from limited to, the following topics:

    New methodologies in the interface between predictive and prescriptive pipelines, such as machine learning techniques applied to tackle optimization problems and, conversely, CP/OR techniques to address AI and machine learning tasks.

    Novel relaxation and inference methods based on constraint propagation, polyhedral techniques/cutting planes, convex/second-order conic optimization, graph-based algorithms, dynamic programming, and decision diagrams for optimization.

    New search perspectives involving enumeration/branch-and-bound strategies, innovative decomposition techniques (e.g., based on column generation/Benders), intelligent backtracking, incomplete search, and learning-based heuristics.

    Advanced integrated methods that expose new model transformations, communication strategies across MIP/CP/SAT solvers, distributed solution techniques, and solver selection (e.g., portfolio approaches).

    Innovative models and applications of CP/AI/OR techniques.

    Implementation or evaluation of CP/AI/OR techniques and optimization systems.

Submissions are of two types: regular papers (submitted for publication and presentation) and extended abstracts (submitted for presentation only).

The conference will recognize a distinguished paper award and a student paper award.
最終更新 Dou Sun 2025-04-04
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