But, as we have seen, the programs need not be trees, and similarly the search algorithm does not have to be a genetic algorithm. Other techniques include: local search, Simulated Annealing [221, 222], Differential Evolution [223], Bayesian probability search [224], Estimation-of-Distribution...
Soft Computing LaboratoryIntelligent Control and AutomationR. Rajendra, "Particle Swarm Optimization Algorithm vs Genetic Algorithm to Develop Integrated Scheme for Obtaining Optimal Mechanical Structure and Adaptive Controller of a Robot," Intell. Control Autom., vol. 02, no. November, pp. 430-449,...
When genetic algorithms are used to evolve decision trees, key tree quality parameters can be recursively computed and re-used across generations of partially similar decision trees. Simply storing instance indices at leaves is sufficient for fitness to be piecewise computed in a lossless fashion. We...
This relationship was captured by the nonlinear machine learning models within the least-cost transect analysis algorithm but not the linear regression model of the maximum likelihood population effects method and may highlight a difference in capability between the two methods43. Snow days outperformed...
GENIE: a hybrid genetic algorithm for feature classification in multispectral images Genetic algorithmsImage processingMachine learningNeural networksRoadsWe consider the problem of pixel-by-pixel classification of a multi- spectral image using ... SJ Perkins,JP Theiler,SP Brumby,... - Applications &...
a multi-objective trajectory planning approach based on an improved elitist non-dominated sorting genetic algorithm (INSGA-II) is proposed. Trajectory function is planned with a new composite polynomial that by combining of quintic polynomials with cubic Bezier curves. Then, an INSGA-II, by introdu...
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link: www....
This depth impacts on the computational complexity and the ability of the GP algorithm to find the optimal solution. The function set defines the set of functions that can be used in the GP tree as non-leaf nodes. Common functions in the function set include arithmetic operations such as ...
To address the complexities of managing networks of unmanned aerial vehicles (UAVs) and Just-in-Time problem solving, this study introduces a cutting-edge multi-objective location-routing optimization model. This model integrates time window constraints, concurrent pick-up and delivery demands, and rec...
About this article Cite this article Sharma, R., Singh, A., Kumar, P.et al.Genetic Algorithm–Aided Deep Feature Selection for Improved Rice Disease Classification.Oper. Res. Forum6, 7 (2025). https://doi.org/10.1007/s43069-024-00400-1...