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Mission Oriented Effectiveness Evaluation and Optimization of Complex Systems

Autor Deping Zhang
en Limba Engleză Hardback – 5 mai 2021

Cititorul care a aplicat ideile din Systems Evaluation de Sifeng Liu va găsi aici o completare tehnică esențială, orientată nu doar pe modelele matematice de evaluare, ci pe aplicarea lor în contextul misiunilor complexe. În timp ce lucrările anterioare se concentrează adesea pe evaluarea echipamentelor individuale, Mission Oriented Effectiveness Evaluation and Optimization of Complex Systems face pasul necesar către analiza sistemelor integrate, unde emergența și incertitudinea mediului sunt variabile critice.

Suntem de părere că rigoarea acestei lucrări rezidă în structura sa logică și progresivă. Autorul, Deping Zhang, organizează materialul în nouă capitole care ghidează cititorul prin întreg procesul de analiză: de la construcția sistemului de indici și modelarea matematică a acestora, până la tehnici avansate de analiză a sensibilității și contribuției eficacității. Această abordare secvențială transformă un subiect abstract într-un proces de inginerie aplicată, facilitând înțelegerea modului în care designul unui sistem influențează direct capacitatea sa de a îndeplini sarcini specifice în condiții dificile.

Subliniem faptul că, spre deosebire de compendiile pur teoretice precum Complex Intelligent Systems and Their Applications, volumul publicat de Nova Science Publishers Inc pune un accent deosebit pe latura practică. Fiecare capitol este susținut de cazuri concrete, permițând inginerilor și cercetătorilor să transpună rapid conceptele de modelare și simulare în proiecte reale de control și design aeronautic sau naval. Este o resursă care optimizează ciclul de viață al proiectării, reducând incertitudinile prin metode științifice de evaluare a performanței.

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Specificații

ISBN-13: 9781536193800
ISBN-10: 1536193801
Pagini: 339
Dimensiuni: 152 x 229 mm
Greutate: 0.77 kg
Editura: Nova Science Publishers Inc
Colecția Nova Science Publishers Inc
Locul publicării:United States

De ce să citești această carte

Această carte este indispensabilă pentru inginerii de sistem și cercetătorii care lucrează cu tehnologii avansate în domenii precum aviația sau apărarea. Oferă un cadru metodologic clar pentru a măsura succesul unui sistem complex nu doar prin specificații tehnice izolate, ci prin capacitatea sa reală de a îndeplini misiuni în medii incerte. Cititorul câștigă acces la instrumente de optimizare care pot reduce semnificativ timpul de proiectare și erorile de sistem.


Descriere

With the development and wide application of new information technology, the trend of informationization, intelligence and integration for complex systems is becoming increasingly obvious. Various complex systems promote and restrict each other to form an organic system with a feature of system emergence. The goal of these complex systems is to accomplish complex tasks in very complicated and uncertain environments and get better results than people expect. System effectiveness is always used to measure the design quality and capacity of complex systems. It represents the comprehensive capability of a complex system to perform specific tasks under specific conditions. To guide the optimization design process, improve design quality, reduce the design lifecycle and ultimately enhance the overall capabilities of complex systems, it is necessary to find a scientific method to evaluate and optimize the system effectiveness of the complex system. At present, there are many methods to evaluate system effectiveness, but most of the evaluation objects are mainly single equipment or a subsystem. Complex systems have various typical characteristics of large scale, complex relationships, diverse tasks, and typical uncertainties. It is difficult to achieve comprehensive evaluation and it is not effective to use the existing simple methods directly. Because the existing research on comprehensive evaluation of system effectiveness struggles to meet the emergence requirements of complex systems, it is necessary to research and form a comprehensive evaluation and optimization method of system effectiveness for the complex system. The basic theories and applications of effectiveness evaluation and optimization technology are introduced in this book. The book contains nine chapters, the main contents of which are as follows: Introduction; Construction of Effectiveness Evaluation Index System; Mathematical Modeling and Analysis Technology of Effectiveness Index; Analysis Technology of Classical Effectiveness Evaluation; Mission Oriented Effectiveness Evaluation Technology; Operational Effectiveness Sensitivity Analysis Technology; Analysis Technology of System Effectiveness Contribution; Mission oriented Modeling; and Evaluation and Optimization of Complex Systems. The main content of this book includes: the entire analyzing process of system effectiveness and complex system performance; the construction, selection and modeling of the index system; the evaluation of system effectiveness; and the analysis of sensitivity and contribution, among other topics. Each chapter has a close logical relationship, which can help the readers understand the field more easily. This book has strong practicality. Based on the basic theories of various methods, we provide many concrete cases. Readers can quickly apply them to the practice of effectiveness evaluation following the case studies. The authors research and applications provide not only theoretical knowledge, but practical knowledge as well. The latest technological developments are also considered. This book mainly discusses the performance evaluation of typical complex systems, focusing on new theories and methods in this field. We believe this can help the development and application of effectiveness evaluation of complex systems. This book can be used as reference material or as a textbook for high grade students and graduated students in computer simulation and system modeling and simulation, control science and engineering. It also has important reference value for researchers and engineers in professional fields such as ship engineering, aircraft guidance and control, and aircraft design.