Logic|based Benders Decomposition for Planning and Scheduling

Planning and Scheduling by Logic-Based Benders Decomposition

We combine mixed integer linear programming (MILP) and constraint programming. (CP) to solve an important class of planning and scheduling problems. Tasks are ...

Logic-based Benders Decomposition for Planning and Scheduling

Logic-based Benders decomposition (LBBD) has improved the state of the art for solving a variety of planning and scheduling problems, in part by combining ...

Planning and Scheduling by Logic-Based Benders Decomposition

Abstract. We combine mixed-integer linear programming (MILP) and constraint programming (CP) to solve an important class of planning and scheduling problems.

Logic-based Benders decomposition for planning and scheduling

We find that LBBD is at least 1000 times faster than state-of-the-art MIP on larger instances, despite recent advances in the latter. Further, we conclude that ...

Planning and Scheduling by Logic-Based Benders Decomposition

Subject classifications: integer programming: Benders decomposition; production/scheduling: planning. Area of review: Optimization. History: Received August ...

Stochastic Planning and Scheduling with Logic-Based Benders ...

We apply logic-based Benders decomposition (LBBD) to two-stage stochastic planning and scheduling problems in which the second stage is a ...

Logic-based Benders decomposition for planning and scheduling

A computational analysis of specific factors that contribute to the success of Logic-based Benders decomposition concludes that LBBD is most effective when ...

Constraint programming and logic-based Benders decomposition ...

An enhanced logic-based Benders decomposition algorithm with three enhancement strategies is developed for both types of IPPS problem. •. To the best of our ...

Logic-based Benders Decomposition and Binary Decision Diagram ...

More specifically, we model SDORS as a two-stage stochastic integer program. (2SIP), which is widely used in planning and scheduling problems. In our problem we ...

Logic-based Benders decomposition for planning and scheduling

... LBBD provides an algorithmic framework that generalizes the Benders decomposition (BD) method allowing the user to design customized logic-based Benders ...

Logic-based benders decomposition for scheduling a batching ...

A generalization of single batching machine scheduling with lateness objective. ... A novel logic-based Benders decomposition algorithm. ... The algorithm finds new ...

Logic-based Benders decomposition for large-scale optimization

Abstract:Logic-based Benders decomposition (LBBD) is a substantial generalization of classical Benders decomposition that, in principle, ...

Logic-Based Benders Decomposition in Answer Set Programming ...

In other research areas, logic-Based Benders decomposition (LBBD) proved effective; in LBBD, the problem is decomposed into a master problem (MP) ...

Logic-Based Benders Decomposition: Theory and Applications

This book is the first comprehensive guide to logic-based Benders decomposition (LBBD), a general and versatile method for breaking large, complex optimization ...

Automatic Logic-Based Benders Decomposition with MiniZinc

In particular note the 79 instances which were only proved optimal by LBBD. Table 2 examines the hard “c” instances from the plan- ning and scheduling ...

Stochastic Planning and Scheduling with Logic-Based Benders ...

We apply logic-based Benders decomposition (LBBD) to two-stage stochastic planning and scheduling problems in which the second stage is a scheduling task.

Single-Facility Scheduling over Long Time Horizons by Logic-Based ...

Logic-based Benders decomposition can combine mixed integer programming and constraint programming to solve planning and scheduling problems much faster ...

[PDF] Logic-based Benders decomposition - Semantic Scholar

The aim of this paper is to generalize the linear programming dual used in the classical method to an ``inference dual'' that takes the form ...

Logic-based Benders Decomposition for Alternative Resource ...

We study an unrelated parallel machines scheduling problem with sequence and machine dependent setup times. A logic- based Benders decomposition approach is ...

Constraint programming and logic-based Benders decomposition ...

The integrated process planning and scheduling (IPPS) problem is of critical importance in achieving de- sirable performance for complex manufacturing ...