A Unified Taxonomy of Hybrid Metaheuristics with Mathematical Programming, Constraint Programming and Machine Learning

Constraint Programming ◽

Hybrid Metaheuristics

Combining metaheuristics with mathematical programming, constraint programming and machine learning

4OR ◽

10.1007/s10288-013-0242-3 ◽

2013 ◽

Vol 11 (2) ◽

pp. 101-150 ◽

Cited By ~ 13

Author(s):

El-Ghazali Talbi

Keyword(s):

Machine Learning ◽

Combining metaheuristics with mathematical programming, constraint programming and machine learning

Annals of Operations Research ◽

10.1007/s10479-015-2034-y ◽

2015 ◽

Vol 240 (1) ◽

pp. 171-215 ◽

Cited By ~ 31

Author(s):

El-Ghazali Talbi

Keyword(s):

Machine Learning ◽

Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2019.03.034 ◽

2019 ◽

Vol 125 ◽

pp. 434-448 ◽

Cited By ~ 46

Author(s):

Chao Ning ◽

Fengqi You

Keyword(s):

Machine Learning ◽

Big Data ◽

Deep Learning ◽

Optimization Under Uncertainty

Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming

Decision Support Systems ◽

10.1016/j.dss.2020.113290 ◽

2020 ◽

Vol 134 ◽

pp. 113290 ◽

Cited By ~ 4

Author(s):

Dana Pessach ◽

Gonen Singer ◽

Dan Avrahami ◽

Hila Chalutz Ben-Gal ◽

Erez Shmueli ◽

...

Keyword(s):

Machine Learning ◽

Prescriptive Analytics

Lecture Notes in Computer Science - Principles and Practice of Constraint Programming ◽

Machine Learning of Bayesian Networks Using Constraint Programming

10.1007/978-3-319-23219-5_31 ◽

2015 ◽

pp. 429-445 ◽

Cited By ~ 13

Author(s):

Peter van Beek ◽

Hella-Franziska Hoffmann

Keyword(s):

Machine Learning ◽

Bayesian Networks ◽

Understanding Complexity in a Practical Combinatorial Problem Using Mathematical Programming and Constraint Programming

Operational Research - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-319-71583-4_19 ◽

2018 ◽

pp. 269-295

Author(s):

Beatriz B. Oliveira ◽

Maria Antónia Carravilla

Keyword(s):

Constraint Programming ◽

Combinatorial Problem

Planning Flexible Maintenance for Heavy Trucks using Machine Learning Models, Constraint Programming, and Route Optimization

SAE International Journal of Materials and Manufacturing ◽

10.4271/2017-01-0237 ◽

2017 ◽

Vol 10 (3) ◽

pp. 306-315 ◽

Cited By ~ 6

Author(s):

Jonas Biteus ◽

Tony Lindgren

Keyword(s):

Machine Learning ◽

Constraint Programming ◽

Route Optimization ◽

Learning Models ◽

Heavy Trucks ◽

Machine Learning Models

Comparing Constraint Programming and Mathematical Programming Approaches to Discrete Optimisation-The Change Problem

Journal of the Operational Research Society ◽

10.2307/3010615 ◽

1999 ◽

Vol 50 (6) ◽

pp. 581 ◽

Cited By ~ 1

Author(s):

S. Heipcke

Keyword(s):

Constraint Programming ◽

Discrete Optimisation ◽

Change Problem

Automotive Stamping Operations Scheduling Using Mathematical Programming and Constraint Programming

Industrial Engineering ◽

10.1201/b18091-8 ◽

2019 ◽

pp. 59-90

Keyword(s):

Constraint Programming ◽

Operations Scheduling

Constraint Programming and Machine Learning for Interactive Soccer Analysis

Lecture Notes in Computer Science - Learning and Intelligent Optimization ◽

10.1007/978-3-319-50349-3_18 ◽

2016 ◽

pp. 240-246 ◽

Cited By ~ 1

Author(s):

Robinson Duque ◽

Juan Francisco Díaz ◽

Alejandro Arbelaez

Keyword(s):

Machine Learning ◽