Effect of transformations of numerical parameters in automatic algorithm configuration

DOI10.1007/s11590-018-1240-3zbMath1410.68341OpenAlexW2791640068MaRDI QIDQ1634780

Alberto Franzin, Leslie Pérez Cáceres, Thomas Stützle

Publication date: 18 December 2018

Published in: Optimization Letters (Search for Journal in Brave)

Full work available at URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/283600/3/paramtransform.pdf

zbMATH Keywords

parameter tuningautomatic algorithm configurationparameter transformationnumerical parameters

Mathematics Subject Classification ID

Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) Algorithms in computer science (68W99)

Related Items (1)

A landscape-based analysis of fixed temperature and simulated annealing

Uses Software

• Paramils
• irace
• SMAC

Cites Work

• Tabu search vs. simulated annealing as a function of the size of quadratic assignment problem instances
• The quadratic assignment problem. Theory and algorithms
• Simulated Annealing With An Optimal Fixed Temperature
• ParamILS: An Automatic Algorithm Configuration Framework
• Simulated Annealing: Searching for an Optimal Temperature Schedule
• Equation of State Calculations by Fast Computing Machines

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