Genetic Algorithm vs. Dynamic Programming on the 0/1 Knapsack Problem. A greedy value/weight-ratio heuristic rides along as a third baseline for context. This is the final-project comparison for SWOSU ...

Combinatorial optimisation for knapsack problems addresses the challenge of selecting discrete items to maximise value under capacity constraints. Such problems are central to resource allocation, ...

Abstract: This paper explores the application of genetic algorithms to optimize ARX-Laguerre model parameters. It outlines the ARX-Laguerre modeling process and genetic algorithm principles. A fitness ...

Abstract: In power distribution network designs, a large number of decoupling capacitors (decaps) may be needed to satisfy target impedance limits. Many algorithms have been proposed and implemented ...

Much of what shapes people’s lives happens at an unseen level—it comes down to DNA. This year, The Scientist explored genetic insights into how individuals smell, metabolize alcohol, and even how ...