Graeme C. Dandy

According to our database1, Graeme C. Dandy authored at least 35 papers between 2000 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Many-objective portfolio optimization approach for stormwater management project selection encouraging decision maker buy-in.
Environ. Model. Softw., 2019

Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms.
Environ. Model. Softw., 2019

An integrated framework for selecting and evaluating the performance of stormwater harvesting options to supplement existing water supply systems.
Environ. Model. Softw., 2019

An Adaptive Convergence-Trajectory Controlled Ant Colony Optimization Algorithm With Application to Water Distribution System Design Problems.
IEEE Trans. Evol. Comput., 2017

Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model.
Environ. Model. Softw., 2017

A multi-stakeholder portfolio optimization framework applied to stormwater best management practice (BMP) selection.
Environ. Model. Softw., 2017

Improved validation framework and R-package for artificial neural network models.
Environ. Model. Softw., 2017

Robust optimization of water infrastructure planning under deep uncertainty using metamodels.
Environ. Model. Softw., 2017

Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study.
Environ. Model. Softw., 2016

Framework for computationally efficient optimal crop and water allocation using ant colony optimization.
Environ. Model. Softw., 2016

A modified Sobol′ sensitivity analysis method for decision-making in environmental problems.
Environ. Model. Softw., 2016

Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited.
Environ. Model. Softw., 2015

A systematic approach to determining metamodel scope for risk-based optimization and its application to water distribution system design.
Environ. Model. Softw., 2015

Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge.
Environ. Model. Softw., 2015

Scenario driven optimal sequencing under deep uncertainty.
Environ. Model. Softw., 2015

Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling.
Environ. Model. Softw., 2014

Integrated framework for assessing urban water supply security of systems with non-traditional sources under climate change.
Environ. Model. Softw., 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.
Environ. Model. Softw., 2014

An evaluation framework for input variable selection algorithms for environmental data-driven models.
Environ. Model. Softw., 2014

Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives.
Environ. Model. Softw., 2014

A generic framework for regression regionalization in ungauged catchments.
Environ. Model. Softw., 2012

A hydraulic mixing-cell method to quantify the groundwater component of streamflow within spatially distributed fully integrated surface water-groundwater flow models.
Environ. Model. Softw., 2011

Data splitting for artificial neural networks using SOM-based stratified sampling.
Neural Networks, 2010

Management Option Rank Equivalence (MORE) - A new method of sensitivity analysis for decision-making.
Environ. Model. Softw., 2010

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions.
Environ. Model. Softw., 2010

Sensitivity analysis for decision-making using the MORE method - A Pareto approach.
Reliab. Eng. Syst. Saf., 2009

A genetic algorithm calibration method based on convergence due to genetic drift.
Inf. Sci., 2008

Non-linear variable selection for artificial neural networks using partial mutual information.
Environ. Model. Softw., 2008

Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems.
Environ. Model. Softw., 2008

Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods.
Math. Comput. Model., 2006

Forecasting chlorine residuals in a water distribution system using a general regression neural network.
Math. Comput. Model., 2006

Critical Values of a Kernel Density-based Mutual Information Estimator.
Proceedings of the International Joint Conference on Neural Networks, 2006

Minimum Number of Generations Required for Convergence of Genetic Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Improving Metamodel-based Optimization of Water Distribution Systems with Local Search.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications.
Environ. Model. Softw., 2000