Steven D. Prestwich

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 35

Top Venues

CoRR

WCGO

Ann. Math. Artif. Intell.

ECAI

Publications

Ciaran O'Connor, Joseph Collins, Steven D. Prestwich, Andrea Visentin
Electricity Price Forecasting in the Irish Balancing Market. CoRR (2024)
Vedat Dogan, Steven D. Prestwich
Multi-Objective BiLevel Optimization by Bayesian Optimization. Algorithms 17 (4) (2024)
Ciaran O'Connor, Joseph Collins, Steven D. Prestwich, Andrea Visentin
Optimizing Quantile-based Trading Strategies in Electricity Arbitrage. CoRR (2024)
Steven D. Prestwich, Nic Wilson
A statistical approach to learning constraints. Int. J. Approx. Reason. 171 (2024)
Andrea Visentin, Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim
Stochastic dynamic programming heuristic for the (R,s,S) policy parameters computation. Comput. Oper. Res. 158 (2023)
Vedat Dogan, Steven D. Prestwich
BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition. OL2A (1) (2023)
Steven D. Prestwich
Solving Mixed Influence Diagrams by Reinforcement Learning. LOD (2) (2023)
Andrea Rossi, Andrea Visentin, Steven D. Prestwich, Kenneth N. Brown
Clustering-Based Numerosity Reduction for Cloud Workload Forecasting. ALGOCLOUD (2023)
Andrea Rossi, Andrea Visentin, Steven D. Prestwich, Kenneth N. Brown
Uncertainty-Aware Workload Prediction in Cloud Computing. CoRR (2023)
Diego Carraro, Andrea Rossi, Andrea Visentin, Steven D. Prestwich, Kenneth N. Brown
Performance and Energy Savings Trade-Off with Uncertainty-Aware Cloud Workload Forecasting. ICNP (2023)
Vedat Dogan, Steven D. Prestwich
Bilevel Optimization by Conditional Bayesian Optimization. LOD (1) (2023)
Mervyn O'Luing, Steven D. Prestwich, S. Armagan Tarim
A hybrid estimation of distribution algorithm for joint stratification and sample allocation. CoRR (2022)
Federico Toffano, Michele Garraffa, Yiqing Lin, Steven D. Prestwich, Helmut Simonis, Nic Wilson
A multi-objective supplier selection framework based on user-preferences. Ann. Oper. Res. 308 (1) (2022)
Vedat Dogan, Steven D. Prestwich
Bayesian Optimization with Multi-objective Acquisition Function for Bilevel Problems. AICS (2022)
Andrea Rossi, Andrea Visentin, Steven D. Prestwich, Kenneth N. Brown
Bayesian Uncertainty Modelling for Cloud Workload Prediction. CLOUD (2022)
David Browne, Michael Giering, Steven D. Prestwich
Unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means Clustering. LOD (2021)
Steven D. Prestwich, Eugene C. Freuder, Barry O'Sullivan, David Browne
Classifier-based constraint acquisition. Ann. Math. Artif. Intell. 89 (7) (2021)
Steven D. Prestwich
Unsupervised Constraint Acquisition. ICTAI (2021)
Adejuyigbe O. Fajemisin, Laura Climent, Steven D. Prestwich
An analytics-based heuristic decomposition of a bilevel multiple-follower cutting stock problem. OR Spectr. 43 (3) (2021)
Mervyn O'Luing, Steven D. Prestwich, S. Armagan Tarim
Combining K-means type algorithms with Hill Climbing for Joint Stratification and Sample Allocation Designs. CoRR (2021)
David Browne, Michael Giering, Steven D. Prestwich
PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing. Remote. Sens. 12 (7) (2020)
Mervyn O'Luing, Steven D. Prestwich, S. Armagan Tarim
A Simulated Annealing Algorithm for Joint Stratification and Sample Allocation Designs. CoRR (2020)
Andrea Visentin, Steven D. Prestwich, Roberto Rossi, Armagan Tarim
Modelling Dynamic Programming-Based Global Constraints in Constraint Programming. WCGO (2019)
David Browne, Michael Giering, Steven D. Prestwich
Pulse-Net: Dynamic Compression of Convolutional Neural Networks. WF-IoT (2019)
Adejuyigbe O. Fajemisin, Laura Climent, Steven D. Prestwich
Analytics-Based Decomposition of a Class of Bilevel Problems. WCGO (2019)
Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim, Andrea Visentin
Towards a Closer Integration of Dynamic Programming and Constraint Programming. GCAI (2018)
Steven D. Prestwich, S. Armagan Tarim, Ibrahim Ozkan
A new causal discovery heuristic. Ann. Math. Artif. Intell. 82 (4) (2018)
John Mitro, Derek Bridge, Steven D. Prestwich
Denoising Dictionary Learning Against Adversarial Perturbations. CoRR (2018)
Steven D. Prestwich, Federico Toffano, Nic Wilson
A Probabilistic Programming Language for Influence Diagrams. SUM (2017)
Roberto Rossi, Özgür Akgün, Steven D. Prestwich, S. Armagan Tarim
Declarative Statistics. CoRR (2017)
Steven D. Prestwich, Roberto Rossi, Armagan Tarim
Stochastic Constraint Programming as Reinforcement Learning. CoRR (2017)
Andrea Visentin, Steven D. Prestwich, S. Armagan Tarim
Robust Principal Component Analysis by Reverse Iterative Linear Programming. ECML/PKDD (2) (2016)
Laura Climent, Barry O'Sullivan, Steven D. Prestwich
Bounding the Search Space of the Population Harvest Cutting Problem with Multiple Size Stock Selection. LION (2016)
Roberto Rossi, Özgür Akgün, Steven D. Prestwich, Armagan Tarim
The BIN_COUNTS Constraint: Filtering and Applications. CoRR (2016)
Steven D. Prestwich, Armagan Tarim, Ibrahim Ozkan
Causal Discovery by Randomness Test. ISAIM (2016)
Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich
Hybrid metaheuristics for stochastic constraint programming. Constraints An Int. J. 20 (1) (2015)
Steven D. Prestwich, Adejuyigbe O. Fajemisin, Laura Climent, Barry O'Sullivan
Solving a Hard Cutting Stock Problem by Machine Learning and Optimisation. ECML/PKDD (1) (2015)
Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim
Randomness as a Constraint. CP (2015)
David Allouche, Isabelle André, Sophie Barbe, Jessica Davies, Simon de Givry, George Katsirelos, Barry O'Sullivan, Steven D. Prestwich, Thomas Schiex, Seydou Traoré
Computational protein design as an optimization problem. Artif. Intell. 212 (2014)
Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim
Statistical Constraints. CoRR (2014)
Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim
Statistical Constraints. ECAI (2014)
Steven D. Prestwich, Marco Laumanns, Ban Kawas
Symmetry Breaking for Exact Solutions in Adjustable Robust Optimisation. ECAI (2014)
Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim, Brahim Hnich
Confidence-based optimisation for the newsvendor problem under binomial, Poisson and exponential demand. Eur. J. Oper. Res. 239 (3) (2014)
Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich, Brahim Hnich
Piecewise linear lower and upper bounds for the standard normal first order loss function. Appl. Math. Comput. 231 (2014)
Simon de Givry, Steven D. Prestwich, Barry O'Sullivan
Dead-End Elimination for Weighted CSP. CP (2013)
Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich
Forecasting Intermittent Demand by Hyperbolic-Exponential Smoothing. CoRR (2013)
Steven D. Prestwich
Improved Branch-and-Bound for Low Autocorrelation Binary Sequences CoRR (2013)
Steven D. Prestwich, Marco Laumanns, Ban Kawas
Value Interchangeability in Scenario Generation. CP (2013)
Steven D. Prestwich, Brahim Hnich, Helmut Simonis, Roberto Rossi, S. Armagan Tarim
Partial symmetry breaking by local search in the group. Constraints An Int. J. 17 (2) (2012)
Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim, Brahim Hnich
Confidence-based Optimization for the Newsvendor Problem. CoRR (2012)
Brahim Hnich, Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich
Filtering algorithms for global chance constraints. Artif. Intell. 189 (2012)
Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich
Constraint programming for stochastic inventory systems under shortage cost. Ann. Oper. Res. 195 (1) (2012)
Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven D. Prestwich
Confidence-based Reasoning in Stochastic Constraint Programming. CoRR (2011)
Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven D. Prestwich
Finding (α, ϑ)-Solutions via Sampled SCSPs. IJCAI (2011)
Marco Laumanns, Eleni Pratsini, Steven D. Prestwich, Catalin-Stefan Tiseanu
Production Planning for Pharmaceutical Companies Under Non-Compliance Risk. OR (2010)
Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Semra Karacaer
Scheduling internal audit activities: a stochastic combinatorial optimization problem. J. Comb. Optim. 19 (3) (2010)
Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich
Stochastic Constraint Programming by Neuroevolution with Filtering. CPAIOR (2010)
Brahim Hnich, Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich
Synthesizing Filtering Algorithms for Global Chance-Constraints. CP (2009)
Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich
Neuroevolutionary Inventory Control in Multi-Echelon Systems. ADT (2009)
Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Cahit Guran
A note on Liu-Iwamura's dependent-chance programming. Eur. J. Oper. Res. 198 (3) (2009)
S. Armagan Tarim, Brahim Hnich, Roberto Rossi, Steven D. Prestwich
Cost-Based Filtering Techniques for Stochastic Inventory Control Under Service Level Constraints. Constraints An Int. J. 14 (2) (2009)
David Pereira, Inês Lynce, Steven D. Prestwich
On Improving Local Search for Unsatisfiability LSCS (2009)
Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich
Evolving Parameterised Policies for Stochastic Constraint Programming. CP (2009)
S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Roberto Rossi
Finding reliable solutions: event-driven probabilistic constraint programming. Ann. Oper. Res. 171 (1) (2009)
Steven D. Prestwich
Generalised graph colouring by a hybrid of local search and constraint programming. Discret. Appl. Math. 156 (2) (2008)
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich
A Global Chance-Constraint for Stochastic Inventory Systems Under Service Level Constraints. Constraints An Int. J. 13 (4) (2008)
Steven D. Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich
A Steady-State Genetic Algorithm with Resampling for Noisy Inventory Control. PPSN (2008)
Steven D. Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich
A Cultural Algorithm for POMDPs from Stochastic Inventory Control. Hybrid Metaheuristics (2008)
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich
Cost-Based Domain Filtering for Stochastic Constraint Programming. CP (2008)
Steven D. Prestwich
Variable Dependency in Local Search: Prevention Is Better Than Cure. SAT (2007)
Steven D. Prestwich, Inês Lynce
Refutation by Randomised General Resolution. AAAI (2007)
Steven D. Prestwich
Exploiting relaxation in local search for LABS. Ann. Oper. Res. 156 (1) (2007)
Steven D. Prestwich
Tuning Local Search by Average-Reward Reinforcement Learning. LION (2007)
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich
Replenishment Planning for Stochastic Inventory Systems with Shortage Cost. CPAIOR (2007)
Carmel Domshlak, Steven D. Prestwich, Francesca Rossi, Kristen Brent Venable, Toby Walsh
Hard and soft constraints for reasoning about qualitative conditional preferences. J. Heuristics 12 (4-5) (2006)
Steven D. Prestwich, Inês Lynce
Local Search for Unsatisfiability. SAT (2006)
Brahim Hnich, Steven D. Prestwich, Evgeny Selensky, Barbara M. Smith
Constraint Models for the Covering Test Problem. Constraints An Int. J. 11 (2-3) (2006)
Armagan Tarim, Brahim Hnich, Roberto Rossi, Steven D. Prestwich
Cost-Based Filtering for Stochastic Inventory Control. CSCLP (2006)
Armagan Tarim, Brahim Hnich, Steven D. Prestwich
Event-Driven Probabilistic Constraint Programming. CPAIOR (2006)
Steven D. Prestwich
Random Walk with Continuously Smoothed Variable Weights. SAT (2005)
Steven D. Prestwich, Stéphane Bressan
A SAT approach to query optimization in mediator systems. Ann. Math. Artif. Intell. 43 (1) (2005)
Steven D. Prestwich, Andrea Roli
Symmetry Breaking and Local Search Spaces. CPAIOR (2005)
Stefania Verachi, Steven D. Prestwich
Bounds-Consistent Local Search. CP (2005)
Brahim Hnich, Steven D. Prestwich, Evgeny Selensky
Constraint-Based Approaches to the Covering Test Problem. CSCLP (2004)
Steven D. Prestwich
Incomplete Dynamic Backtracking for Linear Pseudo-Boolean Problems. Ann. Oper. Res. 130 (1-4) (2004)
Steven D. Prestwich
Full Dynamic Substitutability by SAT Encoding. CP (2004)
Steven D. Prestwich, Colin Quirke
Local Search for Very Large SAT Problems. SAT (2004)
Steven D. Prestwich
Negative Effects of Modeling Techniques on Search Performance. Ann. Oper. Res. 118 (1-4) (2003)
Steven D. Prestwich
SAT problems with chains of dependent variables. Discret. Appl. Math. 130 (2) (2003)
Steven D. Prestwich
Local Search on SAT-encoded Colouring Problems. SAT (2003)
Steven D. Prestwich, Desmond G. Higgins, Orla O'Sullivan
A SAT-Based Approach to Multiple Sequence Alignment. CP (2003)
Steven D. Prestwich
A Local Search Algorithm for Balanced Incomplete Block Designs. International Workshop on Constraint Solving and Constraint Logic Programming (2002)
Steven D. Prestwich
Combining the Scalability of Local Search with the Pruning Techniques of Systematic Search. Ann. Oper. Res. 115 (1-4) (2002)
Steven D. Prestwich
Coloration Neighbourhood Search With Forward Checking. Ann. Math. Artif. Intell. 34 (4) (2002)
Steven D. Prestwich
Some Pitfalls of Parallel Logic Programming. Comput. Artif. Intell. 19 (4) (2000)
Steven D. Prestwich
Parallel Software Performance Metrics as Continuous Functions of Event Times. Electron. Notes Theor. Comput. Sci. 40 (2000)
Steven D. Prestwich
A Hybrid Search Architecture Applied to Hard Random 3-SAT and Low-Autocorrelation Binary Sequences. CP (2000)
Steven D. Prestwich
Stochastic Local search in Constrained Spaces. PACPL (2000)
Steven D. Prestwich
Using an Incomplete Version of Dynamic Backtracking for Graph Colouring. Electron. Notes Discret. Math. 1 (1999)
Steven D. Prestwich
A Generic Approach to Combining Stochastic Algorithms with Systematic Constraint Solvers. FroCoS (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steven D. Prestwich