Fengming Ye
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View article: An Explicit Memory Scheme of Genetic Network Programming
An Explicit Memory Scheme of Genetic Network Programming Open
Many classical methods such as Genetic Algorithm (GA), Genetic Programming (GP), Evolutionary Strategies (ES), etc. have made significant contribution to the study of evolutionary computation. And recently, a new approach named Genetic Net…
View article: Q Value-Based Dynamic Programming with Boltzmann Distribution for Global Optimal Traffic Routing Strategy
Q Value-Based Dynamic Programming with Boltzmann Distribution for Global Optimal Traffic Routing Strategy Open
In this paper, we propose a heuristic method -- Boltzmann Optimal Route Method trying to find a good approximation to the global optimum route for Origin-Destination pairs through iterations until the total traveling time converges. The ov…
View article: Genetic Network Programming with Rule Accumulation and its Application to Tile-World Problem
Genetic Network Programming with Rule Accumulation and its Application to Tile-World Problem Open
Genetic Network Programming (GNP) is an evolutionary algorithm derived from GA and GP. Directed graph structure, reusability of nodes, and implicit memory function enable GNP to deal with complex problems in dynamic environments efficientl…
View article: Genetic Network Programming with Rules
Genetic Network Programming with Rules Open
Genetic Network Programming (GNP) is an evolutionary approach which can evolve itself and find the optimal solutions. It is based on the idea of Genetic Algorithm and uses the data structure of directed graphs. Many papers have demonstrate…