郑州大学计算智能实验室

Computational Intelligence Laboratory

无约束优化问题测试集


实参优化问题定义和评估标准

CEC 2005 Special Session/Competition on Evolutionary Real Parameter single objective optimizationcode

CEC 2011 Special Session/Competition on Testing Evolutionary Algorithms on Real-world Numerical Optimization Problemscode

CEC 2013 Special Session/Competition on Real Parameter Single Objective OptimizationcodePythonCodelink

CEC 2014 Special Session/Competition on Real Parameter Single Objective Optimizationcode

CEC 2015  Special Session/ Competition on Learning-based Real-Parameter Single Objective Optimizationcode

CEC 2016 Special Session/Competition on Real Parameter Single Objective Optimizationcode

CEC 2019 (GECCO) Special Session/Competition on Real Parameter Single Objective Optimizationcode

GEATbx: Example Functions (single and multi-objective functions) code

Novel Multimodal Problems and Differential Evolution with Ensemble of Restricted Tournament Selectionlink)(link1


部分单目标优化测试基准平台

个人网页

Dr Ernesto P. Adoriolink

Dr Abdel-Rahman Hedarlink)(link1

Dr Jorge Morelink

Prof. Klaus Schittkowskilink

Prof. P.N. Suganthanlink

Prof. Arnold Neumaierlink)(link

部分常规测试平台

CEC 2005 Test Bedlink

MINPACK-2 Test Bedlink

部分在线测试平台

CETlink)(link1

CUTErlink)(link1)(link2

GEATbxlink

MVFlink

Netliblink

SOMAlink

Tracerlink

Benchmarks. Web documentlink

GKLSlink

BBOB/COCO(Black-Box Optimization Benchmarking/COmparing Continuous Optimisers )link)(link1


全局优化问题集

Global Optimization Test ProblemsLink

Test functions for Rana, F101, Schwefel, Rosenbrock, Statics NEW, F8F2Griewangkcode)(link

CEC 2008 Special Session/Competition on large scale single objective global optimization with bound constraintscode

CEC 2010 Special Session/Competition on large scale single objective global optimization with bound constraintscode)(link


对于数值全局优化的新型组合测试函数

Novel composition test functions for numerical global optimizationpaper)(code)(link)(link1


自由衍生优化算法的测试基准

自由衍生优化算法的测试基准code)(link


实参黑箱优化问题基准函数

黑箱子优化问题code

Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitionspaper)(link

Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009(paper

Real-parameter black-box optimization benchmarking 2010: Experimental setuppaper)(link


全局算法测试基准函数

A literature survey of benchmark functions for global optimization problemspaper)(link


重叠变量连接基准组

An overlapping variable linkage benchmark suitepaper


测试无约束优化软件

Testing unconstrained optimization softwarepaper


全局优化的一大类测试函数

A wide class of test functions for global optimizationpaper)(link


第一次进化优化国际大赛(ICEO)测试函数

Results of the first international contest on evolutionary optimizationpaper)(link


全局优化问题的变量吸引区域测试函数

Test functions with variable attraction regions for global optimization problemspaper)(link


评估随机全局优化算法的基准测试问题

A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problemspaper)(link


排斥粒子群算法测试函数

Some new test functions for global optimization and performance of repulsive particle swarm methodpaper)(link


用于评估进化算法性能的多模态问题发生器

On the utility of the multimodal problem generator for assessing the performance of evolutionary algorithmspaper)(link


通用可调地形发生器

A general-purpose tunable landscape generatorpaper)(link)(link1

A test problem generator for nonstationary environmentspaper)(link


无约优化测试函数集

An unconstrained optimization test functions collectionpaper)(link


Yang提出的无约优化测试问题

Firefly algorithm, stochastic test functions and design optimizationpaper)(link


基于CUDA的实参优化问题基准

A CUDA-Based Real Parameter Optimization Benchmarkpaper)(link