NDLI: Minimizing Makespan for a Single Batch Processing Machine with Non-Identical Job Sizes Using Neural Nets Approach

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Volume 7 - 2008

Volume 6 - 2008

[Title Page i - Volume 6]

Table of contents - Volume 6

Preface - Volume 6

Conference organizers

Programme Committee - Volume 6

A Coevolutionary Model for Stabilizing Collaboration Trust in Supply Chain

A Heterogeneous Behavioral Decision Model According to Binary Classification

A Personality Based Emotion Model for Intelligent Virtual Agents

Bimimetic Pattern Recognition for Multispectral Image

Discovering Key Phrase in Acoustic Audio Data

Effect of Agency on Perceived Timing of Audiovisual Stimuli

Emotion-Based Synthetic Characters in Games

Exploration of Event-Evoked Oscillatory Activities during a Cognitive Task

Generating and Describing Affective Human-Agent Interaction

Modelling and Simulation Wayfinding in Unfamiliar Campus Environment

Multi-Agent Oriented Tactical Plan Recognition Method with Uncertainty

Non-Native Speaker Identity Verification Based on Speech

On the Trust Decision in Virtual Society: Using the Least Point Principle in Dempster-Shafer Theory of Belief Functions

Psychological and Physiological Characteristics and Their Contributing Factors in 505 Postpartum Women in Jining City

Research of Brain-Computer Interface Technology Based on LabVIEW

Effect of Different Spatial Reference Frames and Visual Fields in Computer Interface on Visual Spatial Attentional Processing

Study on Cognition of Product Material Texture Based on Users' Requirement

The Building of Chinese Emotion Thesaurus Using HowNet Based on the Main Sememe

Using Aesthetic Measurement Application (AMA) to Measure Aesthetics of Web Page Interfaces

Word Sense Disambiguation Based on Vicarious Words

Second Language Proficiency and Attentional Network: Evidence from the Multi-Source Interference Task (MSIT)

The Application of A Novel Target Region Extraction Model Based on Object-Accumulated Visual Attention Mechanism

A New Region Gaussian Background Model for Video Surveillance

A Visual Attention Model for Dynamic Scenes Based on Two-Pathway Processing in Brain

Calibration and Correction for Omnidirectional Image with a Fisheye Lens

Cognition-Based Augmented Reality Visualization of the Geospatial Data

Detecting Pedestrian Abnormal Behavior Based on Fuzzy Associative Memory

Digital Media Copy Detection: Research Actuality and Prospect

Fast Minimum-Spanning-Tree-like Based Image Segmentation

FPGA Based Neural Network PID Controller for Line-Scan Camera in Sensorless Environment

Head-Related Impulse Response Interpolation in Virtual Sound System

Improving Robustness and Accuracy in Moving Object Detection Using Section-Distribution Background Model

Maximizing Distance between GMMs for Speaker Verification

Occupant Pose and Location Detect for Intelligent Airbag System Based on Computer Vision

Omnidirectional Vision Tracking and Positioning for Vehicles

Pose Determination of 3D Object Based on Four Straight Lines

Real-Time Eye Detection in Video Streams

Research on Synergetic Perception of Ambiguous and Multivocal Model

The Estimation of Personalized HRTFs in Individual VAS

Two-Level Content-Based Endoscope Image Retrieval

Vision Based Target Tracking Algorithm in Natural Complex Scene

A Conceptual Network Based Modeling Framework for Semantic Representation of Chinese News

A Novel Approach for Describing Goals with DLs in Intelligent Agents

A Novel Measurement of Sequence Dissimilarity and Its Application to Phylogeny

A Quantitative Measurement Approach for Metric Information of Maps Based on Spatial Cognition

An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection

Cognitive Computational Intelligence in Medical Pattern Semantic Understanding

Feature Extraction Algorithm for Distributed Spacecraft System Based-on Dynamically Structured Element

Fuzzy Soft Set and Soft Fuzzy Set

Solution for the Complex Correspondences in Line Stereo Matching

Value Ordering for Solving CSP Based on Preprocessing

An Improved Estimation of Distribution Algorithm in Dynamic Environments

Application of Gene Expression Programming to Real Parameter Optimization

Automatic Synthesis of Combinational Logic Circuit with Gene Expression-Based Clonal Selection Algorithm

GEP-NFM: Nested Function Mining Based on Gene Expression Programming

Mining Projection Transformation Based on Gene Expression Programming of Multi-Variable Niches

Study on Fuzzy Programming Methods Based on Synthesizing Effect

An Improved Mutative Scale Chaos Optimization Quantum Genetic Algorithm

Genetic Programming with Rough Sets Theory for Modeling Short-term Load Forecasting

Model of Water Production Function with Genetic Programming

Research on Bayesian Network Adaptive Knowledge Construction and Inference Based on Genetic Algorithm

Research on the Coordination Optimization Method between Traffic Control and Traffic Guidance Based on Genetic Algorithm

Rutting Prediction Model Developed by Genetic Programming Method Through Full Scale Accelerated Pavement Testing

A Kind of Transferring Computing Strategy Based on Agent Supporting Nomadic Services

Analysis of Sequence Flight Delay and Propagation Based on the Bayesian Networks

Cascading Dynamics on Weighted Evolutionary Networks

Clustered Sorting R-Tree: An Index for Multi-Dimensional Spatial Objects

Exploring A More Realistic Cellular Automata Model For On-Ramp System

Improved Image Fusion Algorithm Based on Wavelet Packet Analysis in Intelligent Transport System

Modeling and Composition of Web Application Components using Extended FSM

Optimization Modeling of Facility Location Problem in Crisis Management Based on Network Risk Bottleneck and Location Risk

A 2-Approximation Algorithm for Weighted Directed Hypergraph Embedding in a cycle

A Survey and Future Trend of Study on Multi-Objective Scheduling

Component Content Soft-Sensor in Rare-Earth Extraction Based on PSO and LS-SVM

Evolving Gene Regulatory Networks for Virtual Creatures

Self-Tuning PID Controller Based on Quantum Swarm Evolution Algorithm

A Greedy Particle Swarm Optimization Algorithm for Workplace Planning in Migrating Workflow

A Hybrid Heuristic Neighborhood Algorithm for the Job Shop Scheduling Problem

A Multiobjective Evolutionary Algorithm with Node-Depth Encoding for Energy Restoration

A Multiobjective Optimization Model for Urban Renewal Projects Selection with Uncertainty Considerations

A Network Convective Distribution Model Based on E-Commerce

A New Algorithm for Quadratic Programming with Interval-Valued Bound Constraints

A New Islanding Boundary Searching Approach Based on Slow Coherency and Graph Theoretic

A Nonlinear Kalman Filtering Algorithm For On-line Estimation With Reasonable Computing Burdens

A Novel Differential Evolution Algorithm for a Single Batch-Processing Machine with Non-Identical Job Sizes

A Novel Parallel Hybrid Algorithms for Job Shop Problem

An Approach to Solve Assignment Problems with Linguistic Assessment Information Based on Two-Tuple Linguistic Representation Model

An Efficient Method for Maintaining Diversity in Evolutionary Multi-objective Optimization

An Information Fusion Algorithm for Multiple GPS Track Data

Applications of Fuzzy Critical Chain Method in Project Scheduling

Classification of Listed Companies Based on Kernel Principal Component Analysis and Improved Grid-based Algorithm

Design and Application of GIS Software Platform Integrating with DSS Oriented to E-Government

Finding Roots of Complex Chemistry Equations Based on Evolution Strategies

Formation Problem of Multi-Agent Systems with Switching Topologies and Time Delays in Flocking

Game-Based Incentive Mechanisms for Cooperation in P2P Networks

Gray Correlation Analysis Method and Its Application in Drill Stem Failure in Oil and Gas Engineering

Improvements to the Strong Planning Algorithm

Minimizing Makespan for a Single Batch Processing Machine with Non-Identical Job Sizes Using Neural Nets Approach

Multi-Objective Optimization Approach to Ill-Posed Inverse Problem

Multiobjective Optimization Using Clustering Based Two Phase PSO

Optimization Design of Structural Engineering Based on Reliability and Its Realization with Lingo

Optimization Model for Traffic Signal Control with Environmental Objectives

Regional Cooperative Multi-agent Q-learning Based on Potential Field

Research and Application of Production Management and Control System in Cement Enterprises

Research on an Optimization Method of Vendor Evaluation Based on DEA

Research on Optimization of Simulated Moving Bed Separation Process

Research on Virtual Enterprise Production Planning and Control System

Self-adaptive Differential Evolution Algorithm for Reactive Power Optimization

Short-Term Hydropower Optimal Scheduling of Multireservoir System Using a Decomposition Approach

The United Optimal Operation System of Cascade Hydropower Stations Based on Multi-Agent

Three-win Strategies of Generation Rights Trade with Employment Participation of Exchange Center

Vehicle Multi-sensor Information Optimization Based on Federal Fusion Valuation

Constrained Optimization Using Triple Spaces Cultured Genetic Algorithm

A Complex Artificial Immune System

A Concept of Multi-Robots Multi-Scale Coordination Model

A Detector Generation Algorithm Based on Negative Selection

A Novel Clone Selection Algorithm with Reconfigurable Search Space Ability and Its Application

An Efficient Immune Algorithm for Container Marine Transport

An Immune-Inspired Web Service Discovery Mechanism on P2P Network

Applying Artificial Immune System to Minimize Construction Cost of Water Distribution Networks

Artificial Immune Recognition System for DNA Microarray Data Analysis

Clone Immune Network Classification Algorithm for Fault Diagnosis of Power Transformer

Definition of Danger Signal in Artificial Immune System with Cloud Method

Fuzzy Immune Control for Shield's Earth-Pressure-Balance Simulation System

Image Feature Selection Method Based on Immune Encoding Mechanism

Immune Population Network Algorithm and Its Application in Fault Diagnosis

Inverse Kinematics Solution of Manipulator Based on Information Entropy and Artificial Immune Algorithm

Research on the hybrid Fault Diagnosis Approach Based on Artificial Immune Algorithm

Research on Vehicle Image Classifier Based on Concentration Regulating of Immune Clonal Selection

Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Improved Artificial Immune Network Classification Algorithm

The Analysis of Propagation Model for Internet Worm Based on Active Vaccination

Author Index - Volume 6

[Publisher's information - Volume 6]

Volume 5 - 2008

Volume 4 - 2008

Volume 3 - 2008

Volume 2 - 2008

Volume 1 - 2008

Third International Conference on Natural Computation (ICNC 2007)

Minimizing Makespan for a Single Batch Processing Machine with Non-Identical Job Sizes Using Neural Nets Approach

Content Provider	IEEE Xplore Digital Library
Author	Hao Shao Hua-Ping Chen Rui Xu Wen-Gong Zhang
Copyright Year	2008
Description	Author affiliation: Dept. of Inf. Manage. & Decision Sci., Univ. of Sci. & Technol. of China, Hefei (Hao Shao; Hua-Ping Chen; Rui Xu; Wen-Gong Zhang)
Abstract	This paper aims at minimizing the makespan for a single batch processing machine with non-identical job sizes (NSBM) using neural nets (NN) approach. NN approach was proved effective to solve combinatorial optimization problems but no application to NSBM problems hitherto. This research provides new methods to code the NN with the introduction of Master Weight Matrix (MWM). Computational experiments show that the NN approach outperforms other algorithms in various circumstances.
Starting Page	511
Ending Page	514
File Size	399360
Page Count	4
File Format	PDF
ISBN	9780769533049
DOI	10.1109/ICNC.2008.368
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-10-18
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Job shop scheduling Heuristic algorithms Neural networks Optimization methods Hopfield neural networks Simulated annealing Information management Circuit testing Machine intelligence Genetic algorithms
Content Type	Text
Resource Type	Article

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