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20032026
most citedA Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems

407 citations

Showing 2022Show all

6 papers · 1 filter

cs.RO20225 cited

Towards Adaptive Planning of Assistive-care Robot Tasks

Jordan Hamilton, Ioannis Stefanakos, Radu Calinescu +1

This 'research preview' paper introduces an adaptive path planning framework for robotic mission execution in assistive-care applications. The framework provides a graph-based envi…

cs.LO20226 cited

Scheduling of Missions with Constrained Tasks for Heterogeneous Robot Systems

Gricel Vázquez, Radu Calinescu, Javier Cámara

We present a formal tasK AllocatioN and scheduling apprOAch for multi-robot missions (KANOA). KANOA supports two important types of task constraints: task ordering, which requires…

cs.NE20225 cited

Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration

Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj +6

Algorithm selection wizards are effective and versatile tools that automatically select an optimization algorithm given high-level information about the problem and available compu…

cs.DC202258 cited

Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence

Jorge Ejarque, Rosa M. Badia, Loïc Albertin +34

The evolution of High-Performance Computing (HPC) platforms enables the design and execution of progressively larger and more complex workflow applications in these systems. The co…

math.OC20227 cited

The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization

Manuel López-Ibáñez, Francisco Chicano, Rodrigo Gil-Merino

Inspired by the recent 11th Global Trajectory Optimisation Competition, this paper presents the asteroid routing problem (ARP) as a realistic benchmark of algorithms for expensive…

astro-ph.HE202221 cited

Probing into emission mechanisms of GRB 190530A using time-resolved spectra and polarization studies: Synchrotron Origin?

Rahul Gupta, S. Gupta, T. Chattopadhyay +47

Multi-pulsed GRB 190530A, detected by the GBM and LAT onboard \fermi, is the sixth most fluent GBM burst detected so far. This paper presents the timing, spectral, and polarimetric…