Evolutionary Algorithms Emerge as Best Tools for Greener, Cheaper Flyover Design
A comparative study of nine optimization algorithms shows that evolutionary methods like NSGA-II and NSGA-III, combined with surrogate modeling, can ...
Tag: Pareto front
Waste Furnace Heat Turned Into Crude Oil Preheating by Optimized Heat Exchanger Design
A CFD-driven multi-objective optimization of 192 shell-and-tube heat exchanger configurations shows how Marun furnace exhaust heat at 973 K can ...
Green Bitcoin Mining Could Cut the Cost of the Renewable Energy Transition
A new optimization framework shows that combining smart incentive policies with green bitcoin mining, power-to-gas conversion, and complementary hybrid renewables ...
Matrix Factorization Gives Network Community Detection a Smarter Starting Point
Researchers have combined non-negative matrix factorization with multi-objective particle swarm optimization to create a community detection algorithm that achieves perfect ...
Entropy and Neighborhood Clues Supercharge Evolutionary Algorithms for Constrained Optimization
Researchers in China have developed GSCMO, a dual-population evolutionary algorithm that uses entropy and neighborhood information to guide solution generation ...
Evolutionary AI Discovers Leaner Neural Networks by Treating Every Class as Its Own Goal
Researchers have reformulated multi-class classification as a many-objective problem in which each class is a separate goal, using evolutionary neural ...
Smarter Factory Scheduling Cuts Energy Use While Keeping Production on Track
A new hybrid optimization framework balances makespan, energy consumption, and machine workload in Industry 4.0 flexible job shops, outperforming leading ...
Three Populations, Two Stages: New Evolutionary Algorithm Tackles Constrained Optimization
Researchers have developed CMOEA-TSD, a three-population, two-stage evolutionary algorithm that significantly outperforms seven state-of-the-art methods on constrained multi-objective optimization problems ...
Wavy, Tapered Channels and an AI Ensemble Push Fuel Cells to Record Power
Researchers combined tapered main channels with wavy sub-channels in a PEM fuel cell and used a physics-informed surrogate model with ...
New Open-Source Tool Turns Tangled Optimization Trade-Offs Into Clear Infrastructure Decisions
Researchers at Pacific Northwest National Laboratory have released pyMOODS, an open-source visual analytics framework that uses machine learning and rank-based ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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