Optimizing discrete spaces via expensive evaluations: A learning to search framework

Keyphrases

• Combinatorial Structure 33%
• Complex Optimization Problems 33%
• Control Knowledge 66%
• Discrete Space 100%
• Distribution Company 100%
• Expensive Black-box Problems 33%
• Function Evaluation 33%
• High Performance 33%
• Instantiation 33%
• Local Search Algorithm 33%
• New Learning 33%
• Real-world Benchmark 33%
• Search Methods 33%
• Search-as-learning 100%
• Sequence Graphs 33%
• Sequences of Sets 33%

Computer Science

• Function Evaluation 50%
• Instantiation 50%
• Optimization Problem 50%
• Search Procedure 100%