State of the art for genetic algorithms and beyond in water resources planning and management

J Nicklow, P Reed, D Savic, T Dessalegne… - Journal of Water …, 2010 - ascelibrary.org
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 …

Global change and the groundwater management challenge

SM Gorelick, C Zheng - Water Resources Research, 2015 - Wiley Online Library
With rivers in critical regions already exploited to capacity throughout the world and
groundwater overdraft as well as large‐scale contamination occurring in many areas, we …

Global evaluation of biofuel potential from microalgae

JW Moody, CM McGinty… - Proceedings of the …, 2014 - National Acad Sciences
In the current literature, the life cycle, technoeconomic, and resource assessments of
microalgae-based biofuel production systems have relied on growth models extrapolated …

Identification of contaminant source characteristics and monitoring network design in groundwater aquifers: an overview

M Amirabdollahian, B Datta - Journal of …, 2013 - researchonline.jcu.edu.au
The groundwater system is often polluted by different sources of contamination where the
sources are difficult to detect. The presence of contamination in groundwater poses …

Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design

JB Kollat, PM Reed - Advances in Water Resources, 2006 - Elsevier
This study compares the performances of four state-of-the-art evolutionary multi-objective
optimization (EMO) algorithms: the Non-Dominated Sorted Genetic Algorithm II (NSGAII), the …

Downscaling GRACE remote sensing datasets to high-resolution groundwater storage change maps of California's Central Valley

ME Miro, JS Famiglietti - Remote Sensing, 2018 - mdpi.com
NASA's Gravity Recovery and Climate Experiment (GRACE) has already proven to be a
powerful data source for regional groundwater assessments in many areas around the …

Designing a competent simple genetic algorithm for search and optimization

P Reed, B Minsker, DE Goldberg - Water Resources Research, 2000 - Wiley Online Library
Simple genetic algorithms have been used to solve many water resources problems, but
specifying the parameters that control how adaptive search is performed can be a difficult …

Hybrid genetic algorithm—local search methods for solving groundwater source identification inverse problems

G Mahinthakumar, M Sayeed - Journal of water resources planning …, 2005 - ascelibrary.org
Identifying contaminant sources in groundwater is important for develo** effective
remediation strategies and identifying responsible parties in a contamination incident …

Striking the balance: long-term groundwater monitoring design for conflicting objectives

PM Reed, BS Minsker - Journal of Water Resources Planning and …, 2004 - ascelibrary.org
This study demonstrates the use of high-order Pareto optimization (ie, optimizing a system
for more than two objectives) on a long-term monitoring (LTM) application. The LTM …

Many‐objective groundwater monitoring network design using bias‐aware ensemble Kalman filtering, evolutionary optimization, and visual analytics

JB Kollat, PM Reed, RM Maxwell - Water Resources Research, 2011 - Wiley Online Library
This study contributes the Adaptive Strategies for Sampling in Space and Time (ASSIST)
framework for improving long‐term groundwater monitoring decisions across space and …