Milestone HeuristicLab 4.x Backlog

### Undefined ###

0 / 3

Algorithms

0 / 2

Algorithms.DataAnalysis

0 / 12

Algorithms.GeneticAlgorithm

0 / 1

Algorithms.ScatterSearch

0 / 1

Collections

0 / 1

Core

0 / 1

Data.Views

0 / 1

DataPreprocessing.Views

0 / 1

Encodings.IntegerVectorEncoding

0 / 1

Encodings.SymbolicExpressionTreeEncoding

0 / 1

Encodings.SymbolicExpressionTreeEncoding.Views

0 / 1

ExtLibs

0 / 2

General

0 / 1

Operators.Views.OperatorGraphVisualization

0 / 2

Optimization

0 / 3

Optimization.Operators

0 / 1

Optimization.Views

0 / 3

Optimizer

0 / 1

Persistence

0 / 1

Problems.DataAnalysis

0 / 3

Problems.DataAnalysis.Symbolic

0 / 3

Problems.DataAnalysis.Symbolic.Classification

0 / 1

Problems.DataAnalysis.Symbolic.Regression

0 / 1

Problems.DataAnalysis.Views

0 / 2

Problems.ExternalEvaluation

0 / 1

Problems.GeneticProgramming

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Problems.MetaOptimization

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Scripting

0 / 1

Under Development

There are 14 tickets under development:

Ticket Component Summary Owner Version Modified
#1853 ### Undefined ### Move ParameterConfigrationTree encoding from MetaOpt branch into own plugin jkarder branch 9 months
#2288 ### Undefined ### Variable Interaction Networks gkronber branch 2 months
#2646 Algorithms Integrate Differential Evolution variants into trunk gkronber branch 2 months
#2708 Algorithms Explore Scope-based BasicAlgorithms abeham branch 3 months
#2434 Algorithms.DataAnalysis Cross-validation should allow specification of folds using a variable of the dataset gkronber 3.3.12 3 months
#2898 Algorithms.DataAnalysis Generalized additive models (GAM) lkammere branch 2 months
#2026 Encodings.SymbolicExpressionTreeEncoding Functionality to dynamically define symbols and semantics for GP problems gkronber branch 2 years
#2789 ExtLibs Feature exploration of MathNet.Numerics gkronber branch 3 months
#2870 ExtLibs Update AutoDiff to newest version gkronber branch 3 months
#2704 Problems.DataAnalysis.Symbolic Generate random regression benchmark instances gkronber branch 2 months
#2695 Problems.DataAnalysis.Views Line charts for regression should show an ID column along the x-axis gkronber branch 2 months
#1791 Problems.ExternalEvaluation Create parameter optimization problem for simulation models jkarder 3.3.6 9 months
#1954 Problems.MetaOptimization MetaOptimization trunk integration jkarder branch 2 years
#2165 Scripting Add python as scripting language abeham branch 3 months

Backlog

There are 44 tickets on the backlog, 0 of them are highest priority, 2 are high priority tickets:

Ticket Component Summary Owner Modified Created
#1665 Algorithms.DataAnalysis If the random seed is specified for a cross-validation then the same seed is used for each fold gkronber 2 months 6 years
#2300 Algorithms.ScatterSearch The behavior of scatter search for real-valued test functions should be improved jkarder 3 months 3 years
#1636 Problems.DataAnalysis Weighted evaluation of data analysis models gkronber 2 months 7 years
#2057 Algorithms.DataAnalysis Parameter-tuning for support vector machine gkronber 2 months 5 years
#2073 Algorithms.DataAnalysis One-vs-one approach for multi-class classification gkronber 2 months 5 years
#2219 Encodings.IntegerVectorEncoding Move generators for integer vector encoding 21 months 4 years
#2297 Collections ItemsRemoved event should use OldItems 2 years 3 years
#2304 Optimization.Operators Overhaul parameters of ISingleObjectiveImprovementOperator implementations jkarder 3 months 3 years
#2336 DataPreprocessing.Views Improve handling of multi-selections for updates of view in line-charts in data preprocessing 2 years 3 years
#2349 Optimization.Views ISolutionSimilarityCalculatorView does not update correctly jkarder 3 months 3 years
#2361 Problems.DataAnalysis.Symbolic.Classification Adapted symbolic classification evaluators to increase the sensitivity of a model mkommend 2 years 3 years
#2407 ### Undefined ### Analyzers reset when changing the ProblemInstance 2 years 3 years
#2414 Optimization.Views RunCollection should not implement IStringConvertibleMatrix 2 years 3 years
#2460 Optimization Algorithm instance is not read-only when stored in a run object 2 years 3 years
#2462 Core Engine log can grow to extreme sizes 2 years 3 years
#2463 Optimization.Views Icons in RunView become misplaced 2 years 3 years
#2464 Problems.DataAnalysis Implement new ensembling methods 2 years 3 years
#2514 Problems.DataAnalysis.Symbolic Boolean expressions are not translated correctly by the C# formatter and the Mathematica formatter gkronber 2 years 2 years
#2515 Problems.GeneticProgramming Ephemeral random constants are randomly initialized for problem instances of BasicSymbolicRegression gkronber 2 years 2 years
#2516 Problems.GeneticProgramming Support transformation of trees evolved for BasicSymbolicRegression problems to SymbolicRegressionModels so that the existing features of Problems.DataAnalysis.Symbolic can be reused 2 years 2 years
#2533 Problems.GeneticProgramming Support Push as GP language 2 years 2 years
#2537 Algorithms.DataAnalysis Support ISymbolicRegressionSolutions as mean function for Gaussian Processes 2 years 2 years
#2550 Optimizer Ordering of types in TypeSelector and NewItemDialog does not match 2 years 2 years
#2552 Algorithms.DataAnalysis Initialization of Gaussian process hyper-parameters should be implemented specifically in the mean and covariance functions 2 years 2 years
#2615 Algorithms.GeneticAlgorithm Implemented distributed course grained GA 22 months 22 months
#2633 Optimization Solution caching to avoid costly re-evaluations 22 months 22 months
#2645 Optimization Analysis of BasicAlgorithms architects 3 months 21 months
#2725 General CPLEX Integration in HeuristicLab abeham 3 months 15 months
#1060 Operators.Views.OperatorGraphVisualization Improve OperatorGraphVisualizationView mkommend 3 months 8 years
#1420 Data.Views Renaming of column names (and row names) of a DoubleMatrix is reset after some time gkronber 2 months 7 years
#1707 Operators.Views.OperatorGraphVisualization Visualize the scope level to which an operator is applied on abeham 3 months 6 years
#2380 Encodings.SymbolicExpressionTreeEncoding.Views Tree layout algorithms and general tree drawing control should be moved out of Encodings.SymbolicExpressionTree gkronber 2 months 3 years
#2389 Problems.DataAnalysis.Symbolic Implement lexicase selection for GP gkronber 2 months 3 years
#2513 Persistence Persistence should check whether it is possible to write to the selected location before the content is actually serialized 2 years 2 years
#2517 Problems.GeneticProgramming The number of input digits is arbitrarily limited for problems in Problems.GeneticProgramming.Boolean gkronber 2 years 2 years
#2722 Problems.DataAnalysis.Symbolic.Regression Evaluator for symbolic regression models for learning a variance model gkronber 2 months 16 months
#2838 Algorithms.DataAnalysis NLR algorithm should support stopping and maybe even pausing gkronber 3 months 7 months
#2867 Problems.DataAnalysis Support for binary variables in dataset gkronber 3 months 4 months
#2893 Algorithms.DataAnalysis Bayesian Nonlinear Regression 2 months 2 months
#1477 Problems.GeneticProgramming Additional problem instances for artificial ant problem gkronber 3 months 7 years
#2185 Problems.DataAnalysis.Views View to calculate mutual information matrix for classification problems gkronber 2 months 4 years
#2360 Algorithms.DataAnalysis General covariance function element to easily wrap any covariance function to create an ARD version of it gkronber 2 months 3 years
#2474 Algorithms.DataAnalysis Correctly support parameters for all kernels for libsvm gkronber 3 months 3 years
#2678 Algorithms.DataAnalysis Simplify specification of kernels for Gaussian processes 3 months 19 months

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