May 2, 2024 · In this paper, we assess the degree to which such ``duplicate restarts'' occur on standard multimodal benchmark functions, which defines the \ ...
scholar.google.com › citations
Sep 7, 2024 · In this paper, we assess the degree to which such “duplicate restarts” occur on standard multimodal benchmark functions, which defines the redundancy potential ...
Sep 13, 2024 · In this paper, we assess the degree to which such “duplicate restarts” occur on standard multimodal benchmark functions, which defines the redundancy potential ...
The paper investigates the potential for improving the sample efficiency of global optimization algorithms by avoiding redundant restarts in multimodal ...
May 2, 2024 · The paper investigates the issue of "duplicate restarts" in global optimization solvers when operating on multimodal search landscapes.
This research assesses the 'redundancy potential' of various multimodal landscapes and seeks to mitigate duplicate restarts using a repelling mechanism with ...
Redundant restarts in multimodal global optimization can waste significant function evaluation budget by revisiting the same basins of attraction. An approach ...
This study explores the influence of modules on the performance of modular optimization frameworks for continuous single-objective black-box optimization.
We then propose a repelling mechanism to avoid such wasted restarts with the CMA-ES and investigate its efficacy on test cases with high redundancy potential ...
In this work we compare 8 popular numerical black-box optimization algorithms on the L ∞ star discrepancy computation problem, using a wide set of instances in ...