Add latest SOTA as methods in BLADE

[nikivanstein]

From https://github.com/Optima-CityU/llm4ad or the original author paper (even better) , add the following methods to blade and make them compatible:

• Monte carlo tree search for comprehensive exploration in llm-based automatic heuristic design (ICML 2025)
• LLM-Driven Neighborhood Search for Efficient Heuristic Design (CEC 2025)
• Multi-objective Evolution of Heuristic Using Large Language Model (AAAI 25)

[anantashahane]

Progress:

• Implement Monte Carlo Tree Search.
• Test Monte Carlo Tree Search.
• Implement LLM drive Neighborhood Search.
• Test LLM drive Neighborhood Search.
• Implement Multi-Objective Evolution of Heuristic Using LLM.
• Test Multi-Objective Evolution of Heuristic Using LLM.

[anantashahane]

Everything I ready, but I'd like to add documentation for the new features, which we can discuss in next meeting.

[nikivanstein]

Yes, we should indeed.
We also might need to restructure a bit to make it more logical and easier to extend for others.