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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Sodhi

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Book Open access Jul 2026

Vehicle Routing Problem with Resource-Constrained Pickup and Delivery: A Heuristic-Informed BRKGA with Pattern-Based Analysis

This work develops a Biased Random-Key Genetic Algorithm (BRKGA) with a four-gene-per-customer encoding that achieves 13–67% makespan reduction over the heuristics, with larger gains on higher-resource instances.

M. Sodhi, Romesh Prasad · 0 citations
Book Open access Jul 2026

LLM-Driven Configuration of Genetic Algorithms for Constraint-Rich Optimization Problems

A framework that combines large language models (LLMs) for problem understanding with a structured Biased Random-Key Genetic Algorithm (BRKGA) configurator for algorithm realization is presented, allowing users to describe optimization problems in natural language and receive executable GPU-accelerated GA implementatio...

Harishjitu Seesandrn, M. Sodhi, Resit Sendag · 0 citations

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