note

「正解のない問題」だからこそ対話が不可欠

「正解のない問題」の考え方について、「多目的最適化問題（Multi-objective Optimization Problem）」のシミュレーション手法が参考になることを以下の記事で説明しました。 ポイントは、（1）「実行可能領域」の範囲内にある解を選択すること、（2）より良い ...
IEEE

Information Bottleneck Theory-Guided Dimension Reduction for Large-Scale Multi-Objective ...

Abstract: Dimension reduction has notably emerged in solving large-scale multi-objective optimization problems (LSMOPs). Nevertheless, the determination of the latent dimension after dimension ...
Scientific Research Publishing

SymPcNSGA-Testing: A Hybrid Approach to Mitigate Path Explosion in Software Programs ()

To address these shortcomings, we introduce SymPcNSGA-Testing (Symbolic execution, Path clustering and NSGA-II Testing), a ...
EurekAlert!

Multi-objective evolutionary optimization for hardware-aware neural network pruning

Neural network pruning is a key technique for deploying artificial intelligence (AI) models based on deep neural networks (DNNs) on resource-constrained platforms, such as mobile devices. However, ...