v0.5.0

We're making a new release with a number of improvements.
Here is the list of the main changes:

• Add support for solving multi-criteria optimization problems
• Add a tool for displaying the Pareto set
• Add an examples of multi-criteria problems
• Update documentation

v0.4.0

We're making a new release with a number of improvements.
Here is the list of the main changes:

• Correct the output of the optimal solution in problems with constraints
• Improve save progress
• Fix test for asynchronous parallel circuit
• Implement asynchronous parallel scheme
• Add grid search
• Fix a bug in the calculator destructor

v0.3.0

We're making a new release with a number of improvements.
Here is the list of the main changes:

• Improve the description of the algorithms.
• Fix a bug with running a local method for tasks with partially discrete parameters.
• Add several problems with partially discrete parameters and constraints.
• Develop a benchmark for conducting comparative experiments on the iOpt, HyperOpt, Optuna frameworks.

v0.2.2

We're making a new minor release with a number of improvements.
Here is the list of the main changes:

• The naming of the framework elements has been brought into line with the PEP8 rules.
• Now the completion of the search process according to the specified timeout works correctly on the first iteration.
• The creation of process pool has been changed. The new method allows using function pointers in the problem statement.
• Fix the minor bug at the first iteration when solving mixed integer problems.

v0.2.1

This week we released a new major version of iOpt - 0.2.1.
Here is the list of the main changes:

• Discrete (categorical) parameters are now supported.
• Now it is possible to save the current state of the optimization process, load and continue the calculation using the saved data.
• Now it is possible to set the starting point from which the optimization process starts.
• The ability to solve problems with a criterion that is computable not in the entire search domain was added.
• Stop condition through time limit is now supported.
• Major improvements in the visualization module were implemented.