Optimizing the performance of routing techniques in computer networks using genetic algorithm

Faculty Engineering Year: 2011
Type of Publication: Theses Pages: 156
Authors:
BibID 11192635
Keywords : Genetic algorithms    
Abstract:
There has been an explosive growth in both computer and communication networks since the last three decades. Routing problem is one of the most important issues facing the development, improvement and performance of communication and computer networks. The routing algorithm is used by network to compute the path that would best serve to transport the data from the source to the destination.Because the routing algorithms have so much impact on the overall performance of any network, the first objective of this thesis is to research and compare between six routing algorithms. Also, this thesis illustrated that how routing algorithms are most efficient under varying the network configuration parameters. A number of experiments were performed to evaluate the performance of these routing algorithms and an appropriate estimated function is generated which is completely dependent on the influences of the routing algorithms under various circumstances.The second objective of this thesis is to evaluate the performance of genetic algorithm used for finding the shortest path in communication network. The performance of GA is compared to Dijkstra algorithm in terms of finding the optimum solution and running time. This is realized using different simulated networks to clarify the advantages and deficiencies of each algorithm.AbstractThere has been an explosive growth in both computer and communication networks since the last three decades. Routing problem is one of the most important issues facing the development, improvement and performance of communication and computer networks. The routing algorithm is used by network to compute the path that would best serve to transport the data from the source to the destination.Because the routing algorithms have so much impact on the overall performance of any network, the first objective of this thesis is to research and compare between six routing algorithms. Also, this thesis illustrated that how routing algorithms are most efficient under varying the network configuration parameters. A number of experiments were performed to evaluate the performance of these routing algorithms and an appropriate estimated function is generated which is completely dependent on the influences of the routing algorithms under various circumstances.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.9- Due to the fact that the system is locally developed in Water Engineering and Water Structures Department, Faculty of Engineering, Zagazig University, the system can be easily customized to meet the requirements of other department courses.6.3 Recommendations:Based on the previous conclusions and investigations of the proposed software, the following recommendations may be indicated:1- ZUHL needs much more effective measures to overcome its bad conditions that threaten the whole experimental work activities. These measures should be available as soon as possible and with enough financial and administrative support.2- The proposed system, EHES, should be continuously extended to include more experiments, as it doesn’t include all experiments that can be conducted in the laboratory.3- The proposed system is to be periodically updated to match the new experiments and techniques that are expected to be existed in ZUHL.4- A video display of experiment is recommended to be added to the proposed system to reach better understanding of the experimental procedures.5- The proposed system can be employed to serve other department courses such as Hydrology, Irrigation and Drainage and Water Structures Design courses.6- Integrating this system with the ongoing e-learning project in the department will expand its usefulness.7- The proposed system with the e-learning one is believed to be a good tool to be used by professors and lectures for testing the students, especially with enormous number of students currently enrolled in civil engineering courses.CONCLUSIONS AND RECOMMENDATIONS6.1 General:Due to the current state of most Egyptian colleges and institutes with large student number makes it difficult for students to perform the experimental exercises as intended in engineering education process. This led to defects in their understanding to the theoretical concepts.A new method of experimental teaching is proposed to improve the students’ performance. The expert system technology was employed to develop a computer programs capable of reducing the required time in laboratory and be adequate for the actual level of students.6.2 Conclusions:Based on the current study of the ZUHL situation, the following conclusions can be stated:1- ZUHL suffers from serious technical, administrative and financial problems that greatly affect its performance on both undergraduate and postgraduate levels.2- The current state of the ZUHL and other circumstances of educational process, computer is to be employed as a tool to enhance the educational process and students outcomes.3- An educational expert system, EHES, was developed (using VB 6.0), and proposed to help the students to learn the basic experiments in the field of fluid mechanics and hydraulics.4- The EHES system is an interactive software with a user-friendly interface and a set of options that makes it an effective educational tool.5- The proposed system reduces the required time in the laboratory as it gives the basic knowledge about the experiment and the time spent by the students will be only to perform the experiments himself.6- The scientific material in the proposed system is displayed in a text format, which can be easily copied to any other document.7- The proposed system can be used to evaluate the student understanding through a variety of tests.8- The knowledge employed in the proposed system is written in a manner that facilitates its modification and update.Sherwood number (Sh) when evaporation investigated at a depthratio (HID) equals 0.345, at the same Reynolds number (Re)37,700 and specific humidity (w) 0.009 kg w.v/kg d.a.3- The effect of the protruding edge of the container on theevaporation process appears to have a significantly enhancingeffect on the Sherwood number. An increase in the maximum 
   
     
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