Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Concurrent auctions across the supply chain
Proceedings of the 3rd ACM conference on Electronic Commerce
Dynamic pricing strategies under a finite time horizon
Proceedings of the 3rd ACM conference on Electronic Commerce
Machine Learning
Time Series Prediction and Neural Networks
Journal of Intelligent and Robotic Systems
Guest Editor's Introduction: Dynamic Pricing in the Virtual Marketplace
IEEE Internet Computing
Multiagent Reinforcement Learning: Theoretical Framework and an Algorithm
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Genetic Programming for Financial Time Series Prediction
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
A Fuzzy-Logic Based Bidding Strategy for Autonomous Agents in Continuous Double Auctions
IEEE Transactions on Knowledge and Data Engineering
Botticelli: A Supply Chain Management Agent
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
MinneTAC Sales Strategies for Supply Chain TAC
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Dynamic Pricing for Time-Limited Goods in a Supplier-Driven Electronic Marketplace
Electronic Commerce Research
Dynamic Pricing and the Direct-to-Customer Model in the Automotive Industry
Electronic Commerce Research
Price prediction and insurance for online auctions
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Pricing for customers with probabilistic valuations as a continuous knapsack problem
ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
Designing a successful trading agent for supply chain management
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Bond rating using support vector machine
Intelligent Data Analysis
Dynamic Pricing Strategies for Multiproduct Revenue Management Problems
Manufacturing & Service Operations Management
A Dynamic Strategy Agent for Supply Chain Management
SYNASC '06 Proceedings of the Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing
Adapting in agent-based markets: a study from TAC SCM
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Learning market prices in real-time supply chain management
Computers and Operations Research
Agent Mertacor: A robust design for dealing with uncertainty and variation in SCM environments
Expert Systems with Applications: An International Journal
The CrocodileAgent: Designing a Robust Trading Agent for Volatile E-Market Conditions
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Forecasting market prices in a supply chain game
Electronic Commerce Research and Applications
CMieux: Adaptive strategies for competitive supply chain trading
Electronic Commerce Research and Applications
Proceedings of the 11th International Conference on Electronic Commerce
Decentralized supply chain formation: a market protocol and competitive equilibrium analysis
Journal of Artificial Intelligence Research
Information Sciences: an International Journal
Information Sciences: an International Journal
Incentive-compatible, budget-balanced, yet highly efficient auctions for supply chain formation
Decision Support Systems - Special issue: The fourth ACM conference on electronic commerce
A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting
Information Sciences: an International Journal
Information Sciences: an International Journal
Application of fuzzy sets to manufacturing/distribution planning decisions in supply chains
Information Sciences: an International Journal
Evolving computer programs without subtree crossover
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Neural Networks
An approach to debug interactions in multi-agent system software tests
Information Sciences: an International Journal
Supply chain outsourcing risk using an integrated stochastic-fuzzy optimization approach
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
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Variable, dynamic pricing is a key characteristic of the modern electronic trading environments, allowing for prices that change or fluctuate due to uncertainty and different conditions and context. Being able to manage dynamic pricing strategies is vital for companies wishing to succeed in the world of modern business. The ability to accurately predict selling prices at a given time can help organizations to maximize their profit. This paper addresses the problem of predicting customer order prices and choosing the selling strategy which can lead to a greater profit in the context of supply chain management (SCM). The potential of the Neural Networks (NN) and Genetic Programming (GP) learning techniques is explored for making price forecasts. In particular, different parameter settings and methods for preprocessing input data are investigated in the paper. Although, both techniques showed the potential for dealing with the problem of dynamic pricing in SCM, NN models outperform GP models in the context under consideration in terms of accuracy of prediction, complexity of implementation, and execution time.