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Št. zadetkov: 3
Maximum number of generations as a stopping criterion considered harmful
Miha Ravber, Shih-Hsi Liu, Marjan Mernik, Matej Črepinšek
Izvirni znanstveni članek
Oznake: evolucijski algoritmi;algoritmi;primerjava;evolutionary algorithms;stopping criteria;benchmarking;algorithm termination;algorithm comparison;
Evolutionary algorithms have been shown to be very effective in solving complex optimization problems. This has driven the research community in the development of novel, even more efficient evolutionary algorithms. The newly proposed algorithms need to be evaluated and compared with existing state- ...
Leto: 2022 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
ǂA ǂgraph pointer network-based multi-objective deep reinforcement learning algorithm for solving the traveling salesman problem
Jeewaka Perera, Shih-Hsi Liu, Marjan Mernik, Matej Črepinšek, Miha Ravber
Izvirni znanstveni članek
Oznake: optimizacija;problemi jadralcev;globoko učenje;multi-objective optimization;traveling salesman problems;deep reinforcement learning;
Traveling Salesman Problems (TSPs) have been a long-lasting interesting challenge to researchers in different areas. The difficulty of such problems scales up further when multiple objectives are considered concurrently. Plenty of work in evolutionary algorithms has been introduced to solve multi-ob ...
Leto: 2023 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
PPCea
Shih-Hsi Liu, Marjan Mernik, Mohammed Zubair, Matej Črepinšek, Barrett Richard Bryant
Samostojni znanstveni sestavek ali poglavje v monografski publikaciji
Oznake: evolutionary algorithms;domain specific language;programmable parameter control;
PPCea : a domain-specific language for programmable parameter control in evolutionary algorithms
Leto: 2011 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Št. zadetkov: 3
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