king-11 / king-11/genx

Crossover Methods

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good first issue module v1.0.0
Dominant language
Rust
Stars
29
Forks
2
PR merge metrics
No merged PRs in 30d

Description

Add in the following crossover methods

### Binary Encoding
- [x] Single Point Crossover
- [x] Two Point Crossover
- [x] Multi Point Crossover
- [x] Shuffle Crossover
- [x] Uniform Crossover
- [x] Uniform Crossover with Mask
- [x] Half Uniform Crossover
- [ ] Three Parent Crossover
- [ ] Matrix Crossover

### Order Encoding:

- [x] Davis' Order Crossover
- [x] Partially-Mapped Crossover (PMX)
- [x] Cycle Crossover Operator (CX)

### Value Encoding:

- [x] Linear Crossover
- [x] Blend Crossover
- [x] Simulated Binary Crossover

[Reference](http://ictactjournals.in/paper/IJSC_V6_I1_paper_4_pp_1083_1092.pdf)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reading the existing crossover implementations in the repository and compare their interfaces with the requested Three Parent Crossover and Matrix Crossover. Use the linked reference for the algorithm details, then confirm both methods are available alongside the completed binary-encoding methods.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
ai
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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