Differential Equations Lecture: Non-Homogeneous Linear Differential Equationsbullardcr
A lecture I presented in Differential Equations, Spring 2006. This was supplemented with a hands-on solution to a random problem with variables designated by students in the class.
This Lecture Note discusses the followings:
- What is NFA
- DFA vs NFA
- How does NFA compute
- Designing different NFA machines
- Regular operations on NFAs
- Conversion from NFA to DFA
Differential Equations Lecture: Non-Homogeneous Linear Differential Equationsbullardcr
A lecture I presented in Differential Equations, Spring 2006. This was supplemented with a hands-on solution to a random problem with variables designated by students in the class.
This Lecture Note discusses the followings:
- What is NFA
- DFA vs NFA
- How does NFA compute
- Designing different NFA machines
- Regular operations on NFAs
- Conversion from NFA to DFA
Automated Web Service Change Management (AWSCM) A tool published at IEEE Clou...Animesh Chaturvedi
This is a presentation of publication on IEEE CloudCom 2014 http://doi.ieeecomputersociety.org/10.1109/CloudCom.2014.144
AWSCM https://sites.google.com/site/animeshchaturvedi07/research/awscm
recognizer for a language, Deterministic finite automata, Non-deterministic finite automata, conversion of NFA to DFA, Regular Expression to NFA, Thomsons Construction
Representational State Transfer (REST)
IaaS and Hybrid Cloud
Orchestration & Virtualization: Eucalyptus & Amazon
Content Delivery Network (CDN): Facebook and Akamai
PaaS and Container as a Service (CaaS)
PaaS: Google App Engine (GAE) and Ruby on Rails
CaaS: DockerHub
SaaS and Distributed Version Control (DVC)
SaaS: Facebook Testing (Infer and Sapienz)
DVC: GitHub and Git-LFS
Cloud Security and Privacy policies
NIST Guidelines, GDPR, CDN Security
Representational State Transfer (REST)
IaaS and Hybrid Cloud
Orchestration & Virtualization: Eucalyptus & Amazon
Content Delivery Network (CDN): Facebook and Akamai
PaaS and Container as a Service (CaaS)
PaaS: Google App Engine (GAE) and Ruby on Rails
CaaS: DockerHub
SaaS and Distributed Version Control (DVC)
SaaS: Facebook Testing (Infer and Sapienz)
DVC: GitHub and Git-LFS
Cloud Security and Privacy policies
NIST Guidelines, GDPR, CDN Security
Cloud Service Life-Cycle
Cloud Deployment Scenarios
Cloud Service Development and Testing
Web Service Slicing for Regression Testing of Services
Cloud Service Evolution Analytics
Quality of Service and Service Level Agreement
System of Systems Engineering (SoSE),
System “ilities” (Reliability, Availability, Maintainability, and Changeability),
State Series,
System Evolution Analytics,
System Network Evolution Rules,
System Network Complexity,
System Evolution Recommender
Service Evolution Analytics
P, NP, NP-Complete, and NP-Hard
Reductionism in Algorithms
NP-Completeness and Cooks Theorem
NP-Complete and NP-Hard Problems
Travelling Salesman Problem (TSP)
Travelling Salesman Problem (TSP) - Approximation Algorithms
PRIMES is in P - (A hope for NP problems in P)
Millennium Problems
Conclusions
Systems Analysis,
Systems Design,
Systems Modelling,
Systems Architecture,
System Development and Testing,
System Maintenance and Evolution,
SDLC example (Cloud Service life cycle)
Requirements Engineering,
Functional and Non-Functional Requirements,
Engineering Design Process and Process Engineering,
Logistics Management,
Risk management, and
Requirements specification
Complex systems,
Software systems,
Database systems,
Operating systems,
Bioinformatics systems,
Social Systems,
Service Oriented Systems,
Cloud Systems,
Ubiquitous systems,
Distributed Version Control Systems (GitHub), and
Software Container Systems (DockerHub and Google App Engine).
Interdisciplinary Science, Engineering, and Management,
Systems theory,
Systems thinking,
System development life cycles,
Synergy,
Project management,
Engineering Domains (Industry 4.0) , and
Communities (INCOSE and IEEE SMC Society).
1. Big Data Analytics
- Big Data
- Spark: Big Data Analytics
- Resilient Distributed Datasets (RDD)
- Spark libraries (SQL, DataFrames, MLlib for machine learning, GraphX, and Streaming)
- PFP: Parallel FP-Growth
2. Ubiquitous Computing
- Edge Computing
- Cloudlet
- Fog computing
- Internet of Things (IoT)
- Virtualization
- Virtual Conferencing
- Virtual Events (2D, 3D, and Hybrid)
1. Representational State Transfer (REST)
2. IaaS and Hybrid Cloud
- Orchestration & Virtualization: Eucalyptus & Amazon
- Content Delivery Network (CDN): Facebook and Akamai
3. PaaS and Container as a Service (CaaS)
- PaaS: Google App Engine (GAE) and Ruby on Rails
- CaaS: DockerHub
4. SaaS and Distributed Version Control (DVC)
- SaaS: Facebook Testing (Infer and Sapienz)
- DVC: GitHub and Git-LFS
5. Cloud Security and Privacy policies
- NIST Guidelines, GDPR, and CDN Security
1. Cloud Life-Cycle
2. Cloud Deployment Scenario
3. Cloud Service Development and Testing
4. Web Service Slicing for Regression Testing of Services
5. Cloud Service Evolution Analytics
6. Quality of Service and Service Level Agreement
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
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Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Pumping Lemma and Regular language or not?
1. Automata Theory and Logic
Pumping Lemma for Regular Language
A TUTORIAL
BY
ANIMESH CHATURVEDI
AT
INDIAN INSTITUTE OF TECHNOLOGY INDORE (IIT-I)
2. Pumping Lemma
If L is finite language then it is definitely regular.
L is regular if strings x, y and z such that |xy| ≤ p, |y| ≥ 1 and xyiz is in L for every integer i ≥ 0
If L is regular then a pumping lemma will exist for L.
If pumping lemma for L then L is regular. (ab)n where n > 0
If L is non-regular then there may be pumping lemma. (ab)n U ap where p is prime number
Regular language consist of pattern that keep on repeating.
x
z
y
3. Language Regular or not?
an / n >= 1
an bm / n, m >= 1
anbn / n <= 1010
an bn / n >= 1
wwR / |w| = 2
wwR / |w| >= 1
anbmck / n, m, k >= 1
aib2j / i, j >= 1
aib4j / i, j >= 1
Regular or not?
4. Language Regular or not?
an / n >= 1 Two state DFA exist.
an bm / n, m >= 1 Three state DFA exist.
anbn / n <= 1010
Regular because it is finite
an bn / n >= 1 Not regular because this requires memory to store the number of ‘a’ for same number of ‘b’.
wwR / |w| = 2 Regular because language is finite and bounded
wwR / |w| >= 1 Not Regular because language is infinite and need to store w for writing its reverse as wR
anbmck / n, m, k >= 1 Regular expression aa*bb*cc*
aib2j / i, j >= 1 Regular expression aa*(bb)(bb)*
aib4j / i, j >= 1 Regular expression aa*(bbbb)(bbbb)*
Regular or not?
5. Language Regular or not?
an / n is even
an / n is odd
an / n is prime
an / n=m2 and m >= 1
an / n=2m and m >= 1
Regular has Arithmetic progress
6. Language Regular or not?
an / n is even {a0, a2, a4, a6 …} string length is 0, 2, 4, 6 … which forms AP with difference 2. Hence Regular
an / n is odd {a1, a3, a5, a7 …}string length is 1, 3, 5, 7 … forms AP with difference 2. Hence Regular
an / n is prime Not regular because string length is not in AP.
an / n=m2 and m >= 1 {a1, a4, a9, a16, a25 …} Not regular because string length is not in AP.
an / n=2m and m >= 1 {a2, a4, a8, a16, a32 …} Not regular because string length is not in AP.
Regular has Arithmetic progress
7. Language Regular or not?
anbm / n >= 1, m = j2 where j >= 1
anbm / n >= 1, m = 2j where j >= 1
w / na(w) = nb(w)
w / na(w) <= nb(w)
w / na(w) >= nb(w)
w / na(w) mod 3 >= nb(w) mod 3
wwwR
anbn+mcm / n, m >= 1
Regular or not
8. Language Regular or not?
anbm / n >= 1, m = j2 where j >= 1 Not Regular because of bm
anbm / n >= 1, m = 2j where j >= 1 Not Regular because of bm
w / na(w) = nb(w) Not Regular because we can’t count and store number of a and b
w / na(w) <= nb(w) Not Regular because we can’t count and store number of a and b
w / na(w) >= nb(w) Not Regular because we can’t count and store number of a and b
w / na(w) mod 3 >= nb(w) mod 3 Regular because it is finite to create states to measure multiple of 3
wwwR Not Regular because storing and reversing both required
anbn+mcm / n, m >= 1 Not Regular because storing and reversing both required
Regular or not?
9. Language Regular or not?
wwR / w is (0 + 1)+
wxwR / w, x is (0 + 1+
wxwR / w, x is (0 + 1)+ and |x| = 5
xwwRy / w, x, y is (0 + 1)+
xwwR / w, x is (0 + 1)+
wwRy / w, y is (0 + 1)+
Regular or not?
10. Language Regular or not?
wwR / w is (0 + 1)+
Not Regular because storing and reversing both required
wxwR / w, x is (0 + 1+
Regular because we can re-write it as 0(0+1)*0 + 1(0+1)*1
wxwR / w, x is (0 + 1)+ and |x| = 5 Not Regular because x is of fixed length thus we need storing and reversing
xwwRy / w, x, y is (0 + 1)+ Regular because we can re-write it as (0+1)*00(0+1)* + (0+1)*11(0+1)*
xwwR / w, x is (0 + 1)+ Not Regular because x cannot be expanded here thus we need storing and reversing
wwRy / w, y is (0 + 1)+ Not Regular because y cannot be expanded here thus we need storing and reversing
Regular or not?