# Optimal Experimental Design Methods

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/optimal-experimental-design-methods/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the theory and application of experimental design and optimization methods, including Response Surface Methodology, Taguchi Method, multi-response optimization, Bayesian design, factorial designs, robust parameter design, and spatial analysis. The papers cover a wide range of applications in various fields such as engineering, manufacturing, biotechnology, and agriculture. |
| Domain | Social Sciences |
| Field | Decision Sciences |
| OpenAlex ID | t11798 |
| Works | 33 |

## Topic papers all

Showing 15 of 33.

- [Multi-objective optimization using genetic algorithms: A tutorial](https://scholariq.org/papers/multi-objective-optimization-using-genetic-algorithms-a-tutorial/)
- [Reliability optimization of series-parallel systems using a genetic algorithm](https://scholariq.org/papers/reliability-optimization-of-series-parallel-systems-using-a-genetic-algorithm/)
- [Physiological Pharmacokinetic Analysis Using Population Modeling and Informative Prior Distributions](https://scholariq.org/papers/physiological-pharmacokinetic-analysis-using-population-modeling-and-informative/)
- [Design, analysis, and presentation of crossover trials](https://scholariq.org/papers/design-analysis-and-presentation-of-crossover-trials/)
- [An Integrated Framework for Optimization Under Uncertainty Using Inverse Reliability Strategy](https://scholariq.org/papers/an-integrated-framework-for-optimization-under-uncertainty-using-inverse/)
- [Quality by design in pharmaceutical manufacturing: A systematic review of current status, challenges and future perspectives](https://scholariq.org/papers/quality-by-design-in-pharmaceutical-manufacturing-a-systematic-review-of-current/)
- [Defining the noninferiority margin and analysing noninferiority: An overview](https://scholariq.org/papers/defining-the-noninferiority-margin-and-analysing-noninferiority-an-overview/)
- [Bidirectional Case-Crossover Designs for Exposures with Time Trends](https://scholariq.org/papers/bidirectional-case-crossover-designs-for-exposures-with-time-trends/)
- [Regression Analysis for a Functional Response](https://scholariq.org/papers/regression-analysis-for-a-functional-response-2/)
- [Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies](https://scholariq.org/papers/examples-in-which-misspecification-of-a-random-effects-distribution-reduces/)
- [A robust desirability function method for multi-response surface optimization considering model uncertainty](https://scholariq.org/papers/a-robust-desirability-function-method-for-multi-response-surface-optimization/)
- [A Tutorial on Conducting and Interpreting a Bayesian ANOVA in JASP](https://scholariq.org/papers/a-tutorial-on-conducting-and-interpreting-a-bayesian-anova-in-jasp/)
- [Multi-objective feature selection using hybridization of a genetic algorithm and direct multisearch for key quality characteristic selection](https://scholariq.org/papers/multi-objective-feature-selection-using-hybridization-of-a-genetic-algorithm-and/)
- [A New Deterministic Approach Using Sensitivity Region Measures for Multi-Objective Robust and Feasibility Robust Design Optimization](https://scholariq.org/papers/a-new-deterministic-approach-using-sensitivity-region-measures-for-multi/)
- [Characterization of non-linear profiles variations using mixed-effect models and wavelets](https://scholariq.org/papers/characterization-of-non-linear-profiles-variations-using-mixed-effect-models-and/)

## Topic primary papers

- [A robust desirability function method for multi-response surface optimization considering model uncertainty](https://scholariq.org/papers/a-robust-desirability-function-method-for-multi-response-surface-optimization/)
- [A Tutorial on Conducting and Interpreting a Bayesian ANOVA in JASP](https://scholariq.org/papers/a-tutorial-on-conducting-and-interpreting-a-bayesian-anova-in-jasp/)
- [Bi-objective variable selection for key quality characteristics selection based on a modified NSGA-II and the ideal point method](https://scholariq.org/papers/bi-objective-variable-selection-for-key-quality-characteristics-selection-based/)
- [Weibull and lognormal Taguchi analysis using multiple linear regression](https://scholariq.org/papers/weibull-and-lognormal-taguchi-analysis-using-multiple-linear-regression/)
- [Simultaneous confidence intervals for ratios of means of several lognormal distributions: A parametric bootstrap approach](https://scholariq.org/papers/simultaneous-confidence-intervals-for-ratios-of-means-of-several-lognormal/)
- [Reliability improvement through designed experiments with random effects](https://scholariq.org/papers/reliability-improvement-through-designed-experiments-with-random-effects/)
- [An efficient algorithm for Elastic I‐optimal design of generalized linear models](https://scholariq.org/papers/an-efficient-algorithm-for-elastic-i-optimal-design-of-generalized-linear-models-2/)
- [Improving a soldering process applying the dual response approach to a Taguchi's orthogonal array](https://scholariq.org/papers/improving-a-soldering-process-applying-the-dual-response-approach-to-a-taguchi-s/)
- [Simulation and Surface Response Methodology for Simultaneous Optimization of Response Variables: Case Study in a Warehousing Process](https://scholariq.org/papers/simulation-and-surface-response-methodology-for-simultaneous-optimization-of/)
- [Is a Transformed Low Discrepancy Design Also Low Discrepancy?](https://scholariq.org/papers/is-a-transformed-low-discrepancy-design-also-low-discrepancy/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.