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20242026
most citedReinforcement Learning for Search Tree Size Minimization in Constraint Programming: New Results on Scheduling Benchmarks

6 citations · 23 across the 16 of their papers we have counts for

collaborators

16 papers

math.OC2026

Integrated packing, placement, scheduling, and routing of personalized production: a pharmaceutical Industry 4.0 use-case with a planar transport system

Viktor Emil Korladinov, Antonin Novak, Zdeněk Hanzálek +2

The recent emergence of planar transport systems necessitates re-evaluation of Flexible Manufacturing Systems (FMS) to address the simultaneous scheduling of internal logistics and…

cs.NI2026

Periodic Scheduling of Grouped Time-Triggered Signals on a Single Resource

Josef Grus, Zdeněk Hanzálek, Claire Hanen

Time-triggered messages are of crucial importance in modern communication networks. Offline-generated schedules, which specify start times for periodic messages, enable us to achie…

math.OC2026

Resource-constrained Project Scheduling with Time-of-Use Energy Tariffs and Machine States: A Logic-based Benders Decomposition Approach

Corentin Juvigny, Antonín Novák, Jan Mandík +1

In this paper, we investigate the Resource-Constrained Project Scheduling Problem (RCPSP) with Time-of-Use (TOU) energy tariffs and machine states, a variant of RCPSP for productio…

cs.CG2025

Hierarchical Rectangle Packing Solved by Multi-Level Recursive Logic-based Benders Decomposition

Josef Grus, Zdeněk Hanzálek, Christian Artigues +2

We study the two-dimensional hierarchical rectangle packing problem, motivated by applications in analog integrated circuit layout, facility layout, and logistics. Unlike classical…

cs.LG2025★ 6 cited

Reinforcement Learning for Search Tree Size Minimization in Constraint Programming: New Results on Scheduling Benchmarks

Vilém Heinz, Petr Vilím, Zdeněk Hanzálek

Failure-Directed Search (FDS) is a significant complete generic search algorithm used in Constraint Programming (CP) to efficiently explore the search space, proven particularly ef…

math.OC2025★ 2 cited

Green Scheduling with Time-of-Use Tariffs and Machine States: Optimizing Energy Cost via Branch-and-Bound and Bin Packing Strategies

Ondřej Benedikt, István Módos, Antonin Novak +1

This paper presents a branch-and-bound algorithm, enhanced with bin packing strategies, for scheduling under variable energy pricing and power-saving states. The proposed algorithm…

cs.SE2025

A first look at ROS 2 applications written in asynchronous Rust

Martin Škoudlil, Michal Sojka, Zdeněk Hanzálek

The increasing popularity of the Rust programming language in building robotic applications using the Robot Operating System (ROS 2) raises questions about its real-time execution…

cs.RO2024

POMDP-Based Trajectory Planning for On-Ramp Highway Merging

Adam Kollarčík, Zdeněk Hanzálek

This paper addresses the trajectory planning problem for automated vehicle on-ramp highway merging. To tackle this challenge, we extend our previous work on trajectory planning at…

cs.RO2024★ 3 cited

Parameter Adjustments in POMDP-Based Trajectory Planning for Unsignalized Intersections

Adam Kollarčík adn Zdeněk Hanzálek

This paper investigates the problem of trajectory planning for autonomous vehicles at unsignalized intersections, specifically focusing on scenarios where the vehicle lacks the rig…

cs.NE2024★ 5 cited

Automated Placement of Analog Integrated Circuits using Priority-based Constructive Heuristic

Josef Grus, Zdeněk Hanzálek

This paper presents a heuristic approach for solving the placement of Analog and Mixed-Signal Integrated Circuits. Placement is a crucial step in the physical design of integrated…

cs.OH2024

Matheuristic Local Search for the Placement of Analog Integrated Circuits

Josef Grus, Zdeněk Hanzálek

The suboptimal physical design of the integrated circuits may not only increase the manufacturing costs due to the larger size of the chip but can also impact its performance by pl…

math.OC2024★ 3 cited

Electrification of Transportation: A Hybrid Benders/SDDP Algorithm for Optimal Charging Station Trading

Farnaz Sohrabi, Mohammad Rohaninejad, Július Bemš +1

This paper examines the electrification of transportation as a response to environmental challenges caused by fossil fuels, exploring the potential of battery electric vehicles and…

cs.NE2024★ 4 cited

A Flexible Job Shop Scheduling Problem Involving Reconfigurable Machine Tools Under Industry 5.0

Hessam Bakhshi-Khaniki, Reza Tavakkoli-Moghaddam, Zdenek Hanzalek +1

The rise of Industry 5.0 has introduced new demands for manufacturing companies, requiring a shift in how production schedules are managed to address human centered, environmental,…

math.OC2024

Optimizing Perishable and Non-Perishable Product Assignment to Packaging Lines in a Sustainable Manufacturing System: An AUGMECON2VIKOR Algorithm

Reza Shahabi-Shahmiri, Reza Tavakkoli-Moghaddam, Zdenek Hanzalek +3

Identifying appropriate manufacturing systems for products can be considered a pivotal manufacturing task contributing to the optimization of operational and planning activities. I…

cs.DS2024

Packing-Inspired Algorithms for Periodic Scheduling Problems with Harmonic Periods

Josef Grus, Claire Hanen, Zdeněk Hanzálek

We tackle the problem of non-preemptive periodic scheduling with a harmonic set of periods. Problems of this kind arise within domains of periodic manufacturing and maintenance, an…

cs.RO2024

Low Fidelity Digital Twin for Automated Driving Systems: Use Cases and Automatic Generation

Jiri Vlasak, Jaroslav Klapálek, Adam Kollarčík +2

Automated driving systems are an integral part of the automotive industry. Tools such as Robot Operating System and simulators support their development. However, in the end, the d…