# Advanced Optimization Algorithms Research

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/advanced-optimization-algorithms-research/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers covers advances in numerical optimization techniques, including topics such as benchmarking optimization software, semidefinite programming, global optimization, derivative-free optimization, and the application of sum of squares techniques. It also explores interior-point methods, quadratic programming, and mixed-integer nonlinear programs. |
| Domain | Physical Sciences |
| Field | Mathematics |
| OpenAlex ID | t10963 |
| Works | 12 |

## Topic papers all

- [A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems](https://scholariq.org/papers/a-conceptual-comparison-of-several-metaheuristic-algorithms-on-continuous/)
- [A geometric alternative to Nesterov's accelerated gradient descent](https://scholariq.org/papers/a-geometric-alternative-to-nesterov-s-accelerated-gradient-descent/)
- [Augmented Lagrangian Active Set Methods for Obstacle Problems](https://scholariq.org/papers/augmented-lagrangian-active-set-methods-for-obstacle-problems/)
- [An empirical evaluation of teaching–learning-based optimization, genetic algorithm and particle swarm optimization](https://scholariq.org/papers/an-empirical-evaluation-of-teaching-learning-based-optimization-genetic/)
- [Review and comparison of algorithms and software for mixed-integer derivative-free optimization](https://scholariq.org/papers/review-and-comparison-of-algorithms-and-software-for-mixed-integer-derivative/)
- [Tuning BARON using derivative-free optimization algorithms](https://scholariq.org/papers/tuning-baron-using-derivative-free-optimization-algorithms/)
- [A trust region method for implicit orthogonal distance regression](https://scholariq.org/papers/a-trust-region-method-for-implicit-orthogonal-distance-regression/)
- [Linear Programming Using MATLAB®](https://scholariq.org/papers/linear-programming-using-matlaba/)
- [Comparative Analysis of Cauchy Mutation and Gaussian Mutation in Crazy PSO](https://scholariq.org/papers/comparative-analysis-of-cauchy-mutation-and-gaussian-mutation-in-crazy-pso/)
- [Optimization of a class of nonlinear switched systems with fixed-levels control inputs](https://scholariq.org/papers/optimization-of-a-class-of-nonlinear-switched-systems-with-fixed-levels-control/)
- [Improving derivative-free optimization algorithms through an adaptive sampling procedure](https://scholariq.org/papers/improving-derivative-free-optimization-algorithms-through-an-adaptive-sampling/)
- [A surrogate-based adaptive sampling approach for mixed-integer black-box optimization problems](https://scholariq.org/papers/a-surrogate-based-adaptive-sampling-approach-for-mixed-integer-black-box/)

## Topic primary papers

- [Tuning BARON using derivative-free optimization algorithms](https://scholariq.org/papers/tuning-baron-using-derivative-free-optimization-algorithms/)
- [Linear Programming Using MATLAB®](https://scholariq.org/papers/linear-programming-using-matlaba/)

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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.