本书将从突发疫情环境下的应急物流网络优化与常规疫情环境下的药品物流调度两个视角，探讨医疗物资调度的优化理论与方法。在应急环境下，本书将结合生物恐怖袭击这一非常规突发事件的应急救援活动，开展基于生物危险源扩散模型的应急救援控制策略研究、时间驱动环境下应急物资混合协同配送方法研究、资源驱动环境下应急物流网络协同优化研究、生物反恐体系中应急物流网络集成动态优化研究以及应急救援方案选择的序贯决策方法研究。在非应急的环境下，本书将结合医院常规医疗物资的订购与配送协调优化问题，开展需求与旅行时间双重不确定性条件下的医疗物资配送排程规划、基于时空网络和机会约束规划的常规医疗物资订购与配送排程规划、以及基于流感扩散规律的医疗物资订购与配送排程规划等内容研究。

本书系统介绍**化问题的稳定性分析的基本理论，讨论稳定性理论在具体优化问题中的应用，基本理论部分包括变分分析的相关素材、对偶理论、集值映射的稳定性概念及相互关系、稳定性质和微分准则、线性系统与非线性系统的稳定性.应用部分包括凸优化问题的稳定性分析、一般优化问题的稳定性分析及三类锥规刘(非线性规划、二阶锥约束优化及半定优化)问题的稳定性分析,其中三类锥规划问题的稳定性分析分别涉及**性条件、Jacobian**性条件、强二阶充分性条件、稳定性的等价刻画及孤立平稳性等内容.

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This edition includes discussion of Bayesian classification, Bayesian networks, linear and nonlinear classifier design (including neural networks and support vector machines), dynamic programming and hidden Markov models for sequential data, feature generation (including wavelets, principal component analysis, independent component analysis and fractals), feature selection techniques, basic concepts from learning theory, and clustering concepts and algorithms. This book considers classical and current theory and practice, of both supervised and unsupervised pattern recognition, to build a complete background for professionals and students of engineering.

This book constitutes the refereed proceedings of the 6th International Conference on Applied Parallel Computing, PARA 2002, held in Espoo, Finland, in June 2002.The 50 revised full papers presented together with nine keynote lectures were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on data mining and knowledge discovery, parallel program development, practical experience in parallel computing, computer science, numerical algorithms with hierarchical memory optimization, numerical methods and algorithms, cluster computing, grid and network technologies, and physics and applications.

This book constitutes the carefully refereed proceedings of the 4th International Workshop on Applied Parallel Computing, PARA'98, held in Umea, Sweden, in June 1998.The 75 revised papers presented were carefully reviewed and selected for inclusion in the book. The papers address a variety of topics in large scale scientific and industrial-strength computing, in particular high-performance computing and networking; tools, languages, and environments for parallel processing; scientific visualization and virtual reality; and future directions in high-performance computing and communication.