Analysis of Genetic Algorithms for solving the 2D Orthogonal Strip Packing Problem

• Datum: 2018
• Hauptverfasser: Glybovets, M.M., Gulayeva, N.M., Morozov, I.O.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2018
• Schlagworte: genetic algorithm; packing problem; decoder; MERA; BLF; UDC 004.023
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/217
• Назва журналу: Problems in programming

A class of genetic algorithms for solving the 2D Strip Packing Problem is investigated. The theoretical analysis of the complexity of implementing decoders MERA and BLF is done. Original implementations of these MERA and BLF decoders enhanced with a number of heuristic optimizations are proposed. Ge...