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Applying an Ant Colony Optimization Algorithm-Based Multiobjective Approach for Time–Cost Trade-Off
Publisher: American Society of Civil Engineers
Abstract: The time–cost trade-off is one of the most crucial aspects of construction project planning, which in fact is a combinatorial optimization problem. This technical note employed an evolutionary algorithm—ant colony optimization ...
A Fuzzy Dynamic Programming Approach for the Mixed-Discrete Optimization of Mechanical Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Many engineering optimization problems can be considered as multistage decision-making problems. If the system involves uncertainty in the form of linguistic parameters and vague data, a fuzzy ...
A Hybrid Genetic Algorithm for Mixed-Discrete Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A new hybrid genetic algorithm is presented for the solution of mixed-discrete nonlinear design optimization. In this approach, the genetic algorithm (GA) is used mainly to determine the optimal ...
A New Variable-Fidelity Optimization Framework Based on Model Fusion and Objective-Oriented Sequential Sampling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Computational models with variable fidelity have been widely used in engineering design. To alleviate the computational burden, surrogate models are used for optimization without directly invoking ...
A Design-Driven Validation Approach Using Bayesian Prediction Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In most of the existing work, model validation is viewed as verifying the model accuracy, measured by the agreement between computational and experimental results. Due to the lack of resource, ...
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