|
Main Track (Regular Papers) |
|
|
|
Multivariate Statistical Tests for Comparing Classification Algorithms |
|
|
1 | (15) |
|
|
|
|
Using Hyperheuristics under a GP Framework for Financial Forecasting |
|
|
16 | (15) |
|
|
|
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems |
|
|
31 | (15) |
|
|
|
|
|
|
Improving Parallel Local Search for SAT |
|
|
46 | (15) |
|
|
|
Variable Neighborhood Search for the Time-Dependent Vehicle Routing Problem with Soft Time Windows |
|
|
61 | (15) |
|
|
|
|
|
Solving the Two-Dimensional Bin Packing Problem with a Probabilistic Multi-start Heuristic |
|
|
76 | (15) |
|
|
|
|
Genetic Diversity and Effective Crossover in Evolutionary Many-objective Optimization |
|
|
91 | (15) |
|
|
|
|
An Optimal Stopping Strategy for Online Calibration in Local Search |
|
|
106 | (10) |
|
|
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes |
|
|
116 | (15) |
|
|
|
|
|
Instance-Based Parameter Tuning via Search Trajectory Similarity Clustering |
|
|
131 | (15) |
|
|
|
|
Effective Probabilistic Stopping Rules for Randomized Metaheuristics: GRASP Implementations |
|
|
146 | (15) |
|
|
|
|
A Classifier-Assisted Framework for Expensive Optimization Problems: A Knowledge-Mining Approach |
|
|
161 | (15) |
|
|
|
|
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion |
|
|
176 | (15) |
|
|
|
|
Hierarchical Hidden Conditional Random Fields for Information Extraction |
|
|
191 | (12) |
|
|
|
|
|
Solving Extremely Difficult MINLP Problems Using Adaptive Resolution Micro-GA with Tabu Search |
|
|
203 | (15) |
|
|
|
|
|
Adaptive Abnormality Detection on ECG Signal by Utilizing FLAC Features |
|
|
218 | (8) |
|
|
|
|
|
Gravitational Interactions Optimization |
|
|
226 | (12) |
|
|
|
|
On the Neutrality of Flowshop Scheduling Fitness Landscapes |
|
|
238 | (15) |
|
|
|
|
|
|
A Reinforcement Learning Approach for the Flexible Job Shop Scheduling Problem |
|
|
253 | (10) |
|
|
|
|
|
Supervised Learning Linear Priority Dispatch Rules for Job-Shop Scheduling |
|
|
263 | (15) |
|
|
|
Fine-Tuning Algorithm Parameters Using the Design of Experiments Approach |
|
|
278 | (15) |
|
|
|
|
MetaHybrid: Combining Metamodels and Gradient-Based Techniques in a Hybrid Multi-Objective Genetic Algorithm |
|
|
293 | (15) |
|
|
Designing Stream Cipher Systems Using Genetic Programming |
|
|
308 | (13) |
|
|
GPU-Based Multi-start Local Search Algorithms |
|
|
321 | (15) |
|
|
|
|
Active Learning of Combinatorial Features for Interactive Optimization |
|
|
336 | (15) |
|
|
|
|
A Genetic Algorithm Hybridized with the Discrete Lagrangian Method for Trap Escaping |
|
|
351 | (13) |
|
|
|
Greedy Local Improvement of SPEA2 Algorithm to Solve the Multiobjective Capacitated Transshipment Problem |
|
|
364 | (15) |
|
|
|
|
Hybrid Population-Based Incremental Learning Using Real Codes |
|
|
379 | (13) |
|
|
Pareto Autonomous Local Search |
|
|
392 | (15) |
|
|
|
Transforming Mathematical Models Using Declarative Reformulation Rules |
|
|
407 | (16) |
|
|
|
Learning Heuristic Policies - A Reinforcement Learning Problem |
|
|
423 | (10) |
|
|
Continuous Upper Confidence Trees |
|
|
433 | (13) |
|
|
|
|
|
|
Main Track (Short Papers) |
|
|
|
Towards an Intelligent Non-Stationary Performance Prediction of Engineering Systems |
|
|
446 | (4) |
|
|
|
Local Search for Constrained Financial Portfolio Selection Problems with Short Sellings |
|
|
450 | (4) |
|
|
|
|
|
Clustering of Local Optima in Combinatorial Fitness Landscapes |
|
|
454 | (4) |
|
|
|
|
|
|
|
Multi-Objective Optimization with an Adaptive Resonance Theory-Based Estimation of Distribution Algorithm: A Comparative Study |
|
|
458 | (15) |
|
|
|
|
|
Multi-Objective Differential Evolution with Adaptive Control of Parameters and Operators |
|
|
473 | (15) |
|
|
|
|
Distribution of Computational Effort in Parallel MOEA/D |
|
|
488 | (15) |
|
|
|
|
|
Multi Objective Genetic Programming for Feature Construction in Classification Problems |
|
|
503 | (4) |
|
|
|
|
|
|
Sequential Model-Based Optimization for General Algorithm Configuration |
|
|
507 | (17) |
|
|
|
|
Generalising Algorithm Performance in Instance Space: A Timetabling Case Study |
|
|
524 | (15) |
|
|
|
Special Session: Self EAs |
|
|
|
A Hybrid Fish Swarm Optimisation Algorithm for Solving Examination Timetabling Problems |
|
|
539 | (13) |
|
|
|
The Sandpile Mutation Operator for Genetic Algorithms |
|
|
552 | (15) |
|
|
|
|
|
|
Self-adaptation Techniques Applied to Multi-Objective Evolutionary Algorithms |
|
|
567 | (15) |
|
|
|
|
Analysing the Performance of Different Population Structures for an Agent-based Evolutionary Algorithm |
|
|
582 | (4) |
|
|
|
|
|
|
|
|
Special Session: LION-SWAP |
|
|
|
EDACC - An Advanced Platform for the Experiment Design, Administration and Analysis of Empirical Algorithms |
|
|
586 | (14) |
|
|
|
|
|
|
|
HAL: A Framework for the Automated Analysis and Design of High-Performance Algorithms |
|
|
600 | (16) |
|
|
|
|
|
Hyperion - A Recursive Hyper-Heuristic Framework |
|
|
616 | (15) |
|
|
|
|
The Cross-Domain Heuristic Search Challenge - An International Research Competition |
|
|
631 | (4) |
|
|
|
|
|
|
|
|
Author Index |
|
635 | |