Fuzzy evolutionary computation
Fuzzy evolutionary computation
Proceedings of the 32nd conference on Winter simulation
Soft Computing and Its Applications
Soft Computing and Its Applications
Information Sciences—Informatics and Computer Science: An International Journal
Integrated Scheduling of Production and Distribution Operations
Management Science
Computational intelligence in economics and finance: carrying on the legacy of Herbert Simon
Information Sciences: an International Journal - Special issue: Computational intelligence in economics and finance
Toward a generalized theory of uncertainty (GTU): an outline
Information Sciences—Informatics and Computer Science: An International Journal
Mathematical fuzzy logic as a tool for the treatment of vague information
Information Sciences—Informatics and Computer Science: An International Journal
Distribution planning decisions using interactive fuzzy multi-objective linear programming
Fuzzy Sets and Systems
Computing with words for text processing: An approach to the text categorization
Information Sciences: an International Journal
Ranking of fuzzy numbers by sign distance
Information Sciences: an International Journal
Intelligent decision making in disassembly process based on fuzzy reasoning Petri nets
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A genetics-based approach for aggregated production planning in a fuzzy environment
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Multiproduct aggregate production planning with fuzzy demands and fuzzy capacities
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Optimal models for single-period supply chain problems with fuzzy demand
Information Sciences: an International Journal
A review and classification of fuzzy mathematical programs
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Fuzzy optimization for supply chain planning under supply, demand and process uncertainties
Fuzzy Sets and Systems
Agent-based simulation of competitive and collaborative mechanisms for mobile service chains
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Review article: A review of soft computing applications in supply chain management
Applied Soft Computing
An Interval Type-2 Fuzzy multiple echelon supply chain model
Knowledge-Based Systems
Application of fuzzy sets to manufacturing/distribution planning decisions in supply chains
Information Sciences: an International Journal
Interval type-2 fuzzy modelling and simulated annealing for real-world inventory management
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Expert Systems with Applications: An International Journal
Manufacturer's coordination mechanism for single-period supply chain problems with fuzzy demand
Mathematical and Computer Modelling: An International Journal
A robust lot sizing problem with ill-known demands
Fuzzy Sets and Systems
International Journal of Knowledge-based and Intelligent Engineering Systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Bi-objective supply chain planning in a fuzzy environment
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Aggregate production-distribution planning (APDP) is one of the most important activities in supply chain management (SCM). When solving the problem of APDP, we are usually faced with uncertain market demands and capacities in production environment, imprecise process times, and other factors introducing inherent uncertainty to the solution. Using deterministic and stochastic models in such conditions may not lead to fully satisfactory results. Using fuzzy models allows us to remove this drawback. It also facilitates the inclusion of expert knowledge. However, the majority of existing fuzzy models deal only with separate aggregate production planning without taking into account the interrelated nature of production and distribution systems. This limited approach often leads to inadequate results. An integration of the two interconnected processes within a single production-distribution model would allow better planning and management. Due to the need for a joint general strategic plan for production and distribution and vague planning data, in this paper we develop a fuzzy integrated multi-period and multi-product production and distribution model in supply chain. The model is formulated in terms of fuzzy programming and the solution is provided by genetic optimization (genetic algorithm). The use of the interactive aggregate production-distribution planning procedure developed on the basis of the proposed fuzzy integrated model with fuzzy objective function and soft constraints allows sound trade-off between the maximization of profit and fillrate. The experimental results demonstrate high efficiency of the proposed method.