Implementing a variety of interactive evolutionary multiobjective optimization methods in DESDEO 2.0

[gialmisi]

Many of the interactive evolutionary multiobjective optimization methods that were present in the older version of DESDEO need to be re-implemented in version 2.0. The methods are listed below alongside a paper describing the method and how the method was implemented in the previous version of DESDEO.

• IBEA
  • paper
  • old code
• (interactive) KRVEA
  • paper
  • old code (related to issue [IDEA] Support for simulators and surrogates in the problem format #155, needs surrogate-support)
• interactive RVEA
  • papers: non-interactive variant (original) | interactive variant
  • old code
• IOPIS
  • paper
  • old code (related to issue Implementation of the paradigm of preference incorporated space (PIS) in DESDEO 2.0 #171)
• MOEA/D
  • paper
  • old code (complicated to implement, not a priority)
• interactive NSGA-III
  • papers: non-interactive variant (original) | interactive variant
  • old code
• PBEA
  • paper
  • old code

The implementation of these methods should be done following this recipe. The recipe will be documented and explained better in the documentation promptly.

Before proceeding with any implementation, it is desirable that a potential contributor would briefly describe their intended plan of action in a response to this issue, and tagging both @gialmisi and @light-weaver in the response.

[gialmisi]

Updated list with missing RVEA. Clarified for NSGA-III and RVEA the papers that describe the original method and the interactive variant. We want the interactive variants implemented.