A Novel Optimal Sample Allocation Strategy with Meta-heuristic for Discrete Simulation Optimization

Dissertation

Chiu, Chun-Chih

Doctor of Philosophy (PHD), 國立清華大學, 工業工程與工程管理學系所

2017

Abstract

最佳模擬計算預算分配

模擬最佳化

Multi-fidelity Optimization with Ordinal Transformation and Optimal Sampling

最佳抽樣分配策略

Optimal computing budget allocation

Simulation-based optimization

Multi-fidelity optimization with ordinal transformation and optimal sampling

Optimal sample allocation strategy

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Title: A Novel Optimal Sample Allocation Strategy with Meta-heuristic for Discrete Simulation Optimization
Translated title: A Novel Optimal Sample Allocation Strategy with Meta-heuristic for Discrete Simulation Optimization
Creators: Chiu, Chun-Chih
Contributors: Lin, James T. (Advisor)
Awarding Institution: 國立清華大學, 工業工程與工程管理學系所; Doctor of Philosophy (PHD)
Theses and Dissertations: Doctor of Philosophy (PHD), 國立清華大學, 工業工程與工程管理學系所
Language: English
Resource Type: Dissertation
Date published: 2017