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pro vyhledávání: '"Arza, Etor"'
The design (shape) of a robot is usually decided before the control is implemented. This might limit how well the design is adapted to a task, as the suitability of the design is given by how well the robot performs in the task, which requires both a
Externí odkaz:
http://arxiv.org/abs/2409.08621
Population-based evolutionary algorithms are often considered when approaching computationally expensive black-box optimization problems. They employ a selection mechanism to choose the best solutions from a given population after comparing their obj
Externí odkaz:
http://arxiv.org/abs/2309.13349
Lengthy evaluation times are common in many optimization problems such as direct policy search tasks, especially when they involve conducting evaluations in the physical world, e.g. in robotics applications. Often when evaluating solution over a fixe
Externí odkaz:
http://arxiv.org/abs/2308.03574
Publikováno v:
Ann. Appl. Stat. 18(1): 42-62 (March 2024)
An experimental comparison of two or more optimization algorithms requires the same computational resources to be assigned to each algorithm. When a maximum runtime is set as the stopping criterion, all algorithms need to be executed in the same mach
Externí odkaz:
http://arxiv.org/abs/2305.07345
Publikováno v:
Etor Arza, Josu Ceberio, Ekhi\~ne Irurozki & Aritz P\'erez (2022) Comparing Two Samples Through Stochastic Dominance: A Graphical Approach, Journal of Computational and Graphical Statistics
Non-deterministic measurements are common in real-world scenarios: the performance of a stochastic optimization algorithm or the total reward of a reinforcement learning agent in a chaotic environment are just two examples in which unpredictable outc
Externí odkaz:
http://arxiv.org/abs/2203.07889
The Quadratic Assignment Problem (QAP) is a well-known permutation-based combinatorial optimization problem with real applications in industrial and logistics environments. Motivated by the challenge that this NP-hard problem represents, it has captu
Externí odkaz:
http://arxiv.org/abs/1910.08800
Publikováno v:
In Swarm and Evolutionary Computation December 2020 59
Akademický článek
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Autor:
Arza, Etor1 (AUTHOR), Ceberio, Josu2 (AUTHOR), Irurozki, Ekhiñe3 (AUTHOR), Pérez, Aritz1 (AUTHOR)
Publikováno v:
Journal of Computational & Graphical Statistics. Apr-Jun2023, Vol. 32 Issue 2, p551-566. 16p.