郑州大学计算智能实验室

Computational Intelligence Laboratory

Unconstrained Opt


Real-parameter Optimization Problem

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 Optimizationcode)(PythonCode)(link

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


Test Platform for Single Objective Optimization Problem

Website

Dr Ernesto P. Adoriolink

Dr Abdel-Rahman Hedarlink)(link1

Dr Jorge Morelink

Prof. Klaus Schittkowskilink

Prof. P.N. Suganthanlink

Prof. Arnold Neumaierlink)(link

Normal Test Platform

CEC 2005 Test Bedlink

MINPACK-2 Test Bedlink

Online Test Platform

CETlinklink1

CUTErlinklink1)(link2

GEATbxlink

MVFlink

Netliblink

SOMAlink

Tracerlink

Benchmarks. Web documentlink

GKLSlink

BBOB/COCO(Black-Box Optimization Benchmarking/COmparing Continuous Optimisers )linklink1


Global optimization problem

Global Optimization Test ProblemsLink

Test functions for Rana, F101, Schwefel, Rosenbrock, Statics NEW, F8F2Griewangkcodelink

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 constraintscodelink


Novel Composition Test Functions for Numerical Global Optimization Problem

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


Derivative Free Optimization Algorithm Problem

Benchmark for derivative free optimization algorithmcode)(link


Real-parameter Black-box Optimization Problem

black-box optimization problemscode

Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitionspaperlink

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

Real-parameter black-box optimization benchmarking 2010: Experimental setuppaperlink


Global Optimization Problem

A literature survey of benchmark functions for global optimization problemspaperlink


Overlapping Variable Linkage Problem

An overlapping variable linkage benchmark suitepaper


Testing Unconstrained Optimization Software

Testing unconstrained optimization softwarepaper


A Wide Class of Test Functions for Global Optimization Problem

A wide class of test functions for global optimizationpaper


Results of the first international contest on evolutionary optimization

Results of the first international contest on evolutionary optimizationpaperlink


Test Functions with Variable Attraction Regions for Global Optimization Problem

Test functions with variable attraction regions for global optimization problemspaperlink


Stochastic Algorithms on Selected Continuous Global Optimization Problem

A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problemspaperlink


Repulsive Particle Swarm Method

Some new test functions for global optimization and performance of repulsive particle swarm methodpaperlink


Multimodal Problem Generator for Assessing the Performance of Evolutionary Algorithms 

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


Tunable Landscape Generator

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

A test problem generator for nonstationary environmentspaper)(link


Unconstrained Optimization Problem

An unconstrained optimization test functions collectionpaper)(link


Unconstrained Optimization Problem proposed by Yang

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


A CUDA-Based Real Parameter OptimizationProblem

A CUDA-Based Real Parameter Optimization Benchmarkpaper)(link