Evolution based learning in a job shop scheduling environment

Introduction

Constraints

A Computational Study of Shifting Bottleneck Procedures forShop Scheduling Problems

Journal of Heuristics

Constraint-Based Job Shop Scheduling with {\sc Ilog\ Scheduler}

Journal of Heuristics

A Genetic Approach for Solving a Scheduling Problem in aRobotized Analytical System

Journal of Heuristics

Machine learning by schedule decomposition: prospects for an integration of AI and OR techniques for job shop scheduling

Advances in evolutionary computing

A hybrid genetic algorithm for the job shop scheduling problems

Computers and Industrial Engineering

A novel threshold accepting meta-heuristic for the job-shop scheduling problem

Computers and Operations Research

Evolutionary Scheduling: A Review

Genetic Programming and Evolvable Machines

A Genetic Algorithm for Hybrid Flow-shop Scheduling with Multiprocessor Tasks

Journal of Scheduling

A Hybrid Algorithm for Distribution Problems

IEEE Intelligent Systems

Rapid Modeling and Discovery of Priority Dispatching Rules: An Autonomous Learning Approach

Journal of Scheduling

A Hybrid Multiobjective Evolutionary Algorithm for Solving Vehicle Routing Problem with Time Windows

Computational Optimization and Applications

An integrated Petri net and GA based approach for scheduling of hybrid plants

Computers in Industry

A very fast TS/SA algorithm for the job shop scheduling problem

Computers and Operations Research

Simulation-based assessment of machine criticality measures for a shifting bottleneck scheduling approach in complex manufacturing systems

Computers in Industry

Ant colony optimization combined with taboo search for the job shop scheduling problem

Computers and Operations Research

A genetic local search algorithm for minimizing total weighted tardiness in the job-shop scheduling problem

Computers and Operations Research

Solving a real-world problem using an evolving heuristically driven schedule builder

Evolutionary Computation

Production scheduling and rescheduling with genetic algorithms

Evolutionary Computation

Permutation-based elitist genetic algorithm using serial scheme for large-sized resource-constrained project scheduling

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Modeling semiconductor testing job scheduling and dynamic testing machine configuration

Expert Systems with Applications: An International Journal

Dynamic hard-real-time scheduling using genetic algorithm for multiprocessor task with resource and timing constraints

Expert Systems with Applications: An International Journal

Performance of local search heuristics on scheduling a class of pipelined multiprocessor tasks

Computers and Electrical Engineering

Late work minimization in flow shops by a genetic algorithm

Computers and Industrial Engineering

Dispatching rules for production scheduling: a hyper-heuristic landscape analysis

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

An optimization approach for the job shop scheduling problem

MATH'09 Proceedings of the 14th WSEAS International Conference on Applied mathematics

Parallel genetic algorithm for a flow-shop problem with multiprocessor tasks

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI

Parallel genetic algorithm for a flow-shop problem with multiprocessor tasks

ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII

Complex scheduling problems using an optimization methodology

WSEAS Transactions on Information Science and Applications

Learning IF-THEN priority rules for dynamic job shops using genetic algorithms

Robotics and Computer-Integrated Manufacturing

A new dispatching rule based genetic algorithm for the multi-objective job shop problem

Journal of Heuristics

Solving industrial based job-shop scheduling problem by distributed micro-genetic algorithm with local search

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I

A genetic algorithm for the job shop scheduling with a new local search using Monte Carlo method

AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases

A two-stage hybrid memetic algorithm for multiobjective job shop scheduling

Expert Systems with Applications: An International Journal

A genetic algorithm for radiotherapy pre-treatment scheduling

EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II

Applying a hybrid job shop procedure to a Belgian manufacturing company producing industrial wheels and castors in rubber

Computers and Industrial Engineering

Biased random-key genetic algorithms for combinatorial optimization

Journal of Heuristics

PSO with improved strategy and topology for job shop scheduling

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II

Solution representation for job shop scheduling problems in ant colony optimisation

ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence

A variable neighbourhood search algorithm for job shop scheduling problems

EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization

A hybrid Differential Evolution-Tabu Search algorithm for the solution of Job-Shop Scheduling Problems

Applied Soft Computing

Survey: Enhancing rule-based scheduling in wafer fabrication facilities by evolutionary algorithms: Review and opportunity

Computers and Industrial Engineering

Refining scheduling policies with genetic algorithms

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

How to design effective priority rules: Example of simple assembly line balancing

Computers and Industrial Engineering