International Journal of Intelligent Information Systems

Volume 4, Issue 2, March 2015

  • Optimization of Closed-Loop Supply Chain Problem for Calculation Logistics Cost Accounting

    Lee Jeongeun, Rhee Kyonggu

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 1-6
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Jan. 29, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: This paper aims to build closed loop supply chain model (CLSCM) and propose a multi-objective genetic algorithm. This paper designs the method of calculation for a solution using optimization algorithms with the priority-based genetic algorithm (priGA), and Adaptive Weight Approach (AWA).In this paper, we present a multi-objective closed loop suppl... Show More
  • Packet Switch Scheduler for Increasing Sending Packet

    Kazunori Omori, Myungryun Yoo, Takanori Yokoyama

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 7-12
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Jan. 29, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: Recently, the need of the high speed packet switch is increased. The Re-2DRR scheduling algorithm based on 2DRR scheduling algorithm provides high throughput communication on a packet switch. However, computer network is using many cases, that huge data communication, complex, and other. This paper proposes a new method to increase choices in algor... Show More
  • On-Line Scheduling Algorithm for Real-Time Multiprocessor Systems with ACO

    Cheng Zhao, Myungryun Yoo, Takanori Yokoyama

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 13-17
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Jan. 29, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: The Ant Colony Optimization algorithms (ACO) are computational models inspired by the collective foraging behavior of ants. By looking at the strengths of ACO, they are the most appropriate for scheduling of tasks in soft real-time systems. In this paper, ACO based scheduling algorithm for real-time operating systems (RTOS) has been proposed. Durin... Show More
  • Diagnosis of Production System of Marine Frozen Products by Inventory Management Theory - A Case of Blue Fins

    Koichi Murata, Nao Watanabe, Reakook Hwang, Seiichiro Isobe, Hiroshi Katayama

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 18-24
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Feb. 08, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: The purpose of this paper is a characteristic analysis of current production and inventory system for frozen products of blue fins under a fishery instability caused by the warming of the earth and an indiscriminate fishing. For the analysis, a simulation is performed quoted by Vassian’s production management theory. The result of the analysis is t... Show More
  • Evaluating Reverse Logistics Networks with Centralized Centers: An Adaptive Genetic Algorithm Approach Based on Fuzzy Logic Controller

    YoungSu Yun

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 25-38
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Feb. 08, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: This paper proposes an adaptive genetic algorithm (FLC-aGA) approach based on fuzzy logic controller (FLC) for evaluating the reverse logistics (RL) networks with centralized centers. For the FLC-aGA approach, an adaptive scheme using a fuzzy logic controller is applied to GA loop. Five components which are composed of customers, collection centers... Show More
  • Analysis of Information Logistics in Order Management Process - Focusing on Make-to-Order Small and Medium Company

    Reakook Hwang, Koichi Murata, Hiroshi Katayama

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 39-48
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Feb. 09, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: This paper discusses an analysis of an order management process (OMP) in a make to order production system. An inquiry process is particularly focused in this study. It is a delivery process of order information in OMP. The proposed procedure of this paper consists of the following five steps; 1) identification of inquiry process in OMP, 2) investi... Show More
  • On Heijunka Design of Assembly Load Balancing Problem: Genetic Algorithm & Ameliorative Procedure-Combined Approach

    Zhi Zhuo Hou, Hiroshi Katayama, Reakook Hwang

    Issue: Volume 4, Issue 2-1, March 2015
    Pages: 49-58
    Received: Jan. 16, 2015
    Accepted: Jan. 19, 2015
    Published: Feb. 10, 2015
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    This article belongs to the Special Issue Logistics Optimization Using Evolutionary Computation Techniques
    Abstract: Mixed-model straight/U-shaped assembly line has been recognized as a relevant component of Just-In-Time (JIT) production line system. For this system, “Heijunka” design is also challenged as both the task assignment and the production sequence affect the workload imbalance among workstations. In this context and recognizing uncertain task time envi... Show More