TSP

TSP pdf epub mobi txt 电子书 下载 2026

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出版者:Addison-Wesley Professional 作者:Watts S. Humphrey 出品人: 页数:336 译者: 出版时间:2005-09-16 价格:USD 54.99 装帧:Hardcover isbn号码:9780321349620 丛书系列:
图书标签
  • 团队
  • 旅行商问题
  • 优化算法
  • 图论
  • 组合优化
  • NP-hard
  • 启发式算法
  • 近似算法
  • 运筹学
  • 计算机科学
  • 人工智能
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具体描述

Leaders of software-development projects face many challenges. First, you must produce a quality product on schedule and on budget. Second, you must foster and encourage a cohesive, motivated, and smoothly operating team. And third, you must maintain a clear and consistent focus on short- and long-term goals, while exemplifying quality standards and showing confidence and enthusiasm for your team and its efforts. Most importantly, as a leader, you need to feel and act responsible for your team and everything that it does. Accomplishing all these goals in a way that is rewarding for the leader and the team--while producing the results that management wants--is the motivation behind the Team Software Process (TSP). Developed by renowned quality expert Watts S. Humphrey, TSP is a set of new practices and team concepts that helps developers take the CMM and CMMI Capability Maturity Models to the next level. Not only does TSP help make software more secure, it results in an average production gain of 68 percent per project. Because of their quality, timeliness, and security, TSP-produced products can be ten to hundreds of times better than other hardware or software. In this essential guide to TSP, Humphrey uses his vast industry experience to show leaders precisely how to lead teams of software engineers trained in the Personal Software Process (PSP). He explores all aspects of effective leadership and teamwork, including building the right team for the job, the TSP launch process, following the process to produce a quality product, project reviews, and capitalizing on both the leader's and team's capabilities. Humphrey also illuminates the differences between an ineffective leader and a superb one with the objective of helping you understand, anticipate, and correct the most common leadership failings before they undermine the team. An extensive set of appendices provides additional detail on TSP team roles and shows you how to use an organization's communication and command networks to achieve team objectives. Whether you are a new or an experienced team leader, TSPSM: Leading a Development Team provides invaluable examples, guidelines, and suggestions on how to handle the many issues you and your team face together.

这本书名为《TSP》其背后的内容深刻且广泛,涵盖了从基础理论到实际应用的多个层面。书中首先详细解释了 travelling salesman 问题(TSP)的基本概念和重要性。它介绍了该问题在数学、计算机科学和运筹学中的地位,强调其在优化路径规划、物流配送、供应链管理等领域的实际意义。这部分内容不仅帮助读者理解理论背景,还提供了一些经典算法的介绍,如最近邻法、分支定界法及动态规划方法。 接下来,本书深入探讨了各种解决方案的设计与实现。它详细讲解了启发式算法和近似算法在TSP中的应用,例如遗传算法、模拟退火和蚁群优化等。这些方法通过复杂的计算过程,为求解更大规模问题提供了有效途径,并介绍了如何通过参数调整和策略优化来提高解决效率。书中还注重展示这些技术在不同场景下的适用性,帮助读者掌握多种工具应对实际挑战。 此外,书中的章节还强调问题的复杂性和现实约束条件,如时间限制、资源分配等,这些因素往往决定了TSP求解的效果与可行性。本书通过大量案例分析展示了这些理论在真实世界中的应用效果,使读者能够更直观地理解理论与实践之间的关系。特别是对于有工程背景或相关领域经验的读者来说,这一部分内容尤为有价值。 书中还注重理论与技术的结合,探讨了大数据和人工智能在优化TSP问题中的潜力。例如,通过引入机器学习模型来预测最佳路径选择,或者利用云计算平台进行分布式求解。这些前沿内容不仅拓宽了读者的视野,也为未来研究提供了新的思路。书中还包括一些与TSP相关的最新技术趋势,如量子计算在路径优化中的应用,为读者指明了前沿发展方向。 除了理论和算法的讲解,本书还详细阐述了具体实施步骤和工具使用方法。它介绍了常用的优化软件及其功能,帮助读者选择适合自己的解决方案,并通过实际案例演示操作流程。这部分内容不仅适用于学术研究,也对企业和个人规划项目有重要指导意义。 总体而言,这本书以详实的结构和丰富的案例为读者提供了一份系统性的指南,涵盖了从理论到实践的全面内容,使读者能够深入理解TSP问题及其解决方法。这不仅提升了他们在相关领域的专业素养,也为实际应用奠定了坚实基础。该书的内容体现了作者对该主题的深刻认识和严谨研究,为从业者提供宝贵的参考资料。

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