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Applying Dynamic Surrogate Models in Noisy Genetic Algorithms to Optimize Groundwater Remediation Designs
Publisher: American Society of Civil Engineers
Abstract: Computational cost is a critical issue for large-scale water-resource optimization under uncertainty, since time-intensive Monte Carlo simulations are often required to evaluate over multiple parameter realizations. This ...
Which Groundwater Remediation Objective is Better: A Realistic One or a Simple One?
Publisher: American Society of Civil Engineers
Abstract: One of the first steps in developing an optimal water resources design model is creating appropriate objective functions that represent the primary goals of the design. In many cases, one major objective is minimizing cost. ...
Standard Interactive Genetic Algorithm—Comprehensive Optimization Framework for Groundwater Monitoring Design
Publisher: American Society of Civil Engineers
Abstract: Optimization for water resources management typically requires many simplifying assumptions about the definition and characteristics of the policy or design application in order to express decision makers’ criteria as ...
Service-Driven Modeling Approach to Managing Water Allocation in Priority Doctrine Regions
Publisher: ASCE
Abstract: This work focuses on developing methods to better manage significant imbalances between water supply and demand during droughts. A service-driven approach (Model as a Service, or MaaS) is used to couple river modeling ...
Sensing and Cyberinfrastructure for Smarter Water Management: The Promise and Challenge of Ubiquity
Publisher: American Society of Civil Engineers
State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management
Publisher: American Society of Civil Engineers
Abstract: During the last two decades, the water resources planning and management profession has seen a dramatic increase in the development and application of various types of evolutionary algorithms (EAs). This observation is ...
Progress and Recommendations for Advancing Performance-Based Sustainable and Resilient Infrastructure Design
Publisher: American Society of Civil Engineers
Abstract: Increasing variability in climate and environmental degradation call for an infrastructure design paradigm that considers both sustainability and resilience using performance-based metrics. This paper discusses recent ...