This dissertation presents principles, techniques, and performance of evolutionary computation optimization methods. Evolutionary computation concepts examined are algorithm convergence, population diversity and sizing, genotype and phenotype partitioning, archiving, BB concepts, parallel evolutionary algorithm (EA) models, robustness, visualization of evolutionary process, and performance in terms of e ectiveness and e ciency. Additional contributions include the extension of explicit BB de nitions to clarify the meanings for good single and multiobjective BBs and a new visualization technique is developed for viewing genotype, phenotype, and the evolutionary process in nding Pareto front vectors. The culmination of this research is explicit BB state-of-the-art MOEA technology based on the MOEA design, BB classi er type assessment, solution evolution visualization, and insight into MOEA test metric validation and usage as applied to the following: test suite, deception, bioinformatics, unmanned vehicle -ight pattern, and digital symbol set design MOPs.
Explicit Building Block Multiobjective Evolutionary Computation
RRP:
$97.00
Description
This dissertation presents principles, techniques, and performance of evolutionary computation optimization methods. Evolutionary computation concepts examined are algorithm convergence, population diversity and sizing, genotype and phenotype partitioning, archiving, BB concepts, parallel evolutionary algorithm (EA) models, robustness, visualization of evolutionary process, and performance in terms of e ectiveness and e ciency. Additional contributions include the extension of explicit BB de nitions to clarify the meanings for good single and multiobjective BBs and a new visualization technique is developed for viewing genotype, phenotype, and the evolutionary process in nding Pareto front vectors. The culmination of this research is explicit BB state-of-the-art MOEA technology based on the MOEA design, BB classi er type assessment, solution evolution visualization, and insight into MOEA test metric validation and usage as applied to the following: test suite, deception, bioinformatics, unmanned vehicle -ight pattern, and digital symbol set design MOPs.
Today's predominantly-employed signature-based intrusion detection systems are reactive in nature and storage-limited. Their operation depends upon catching an instance of an intrusion or virus after...
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and...
"The Blocks Building" was born as a poem and remains so in this newly minted Book Five of Kelly Anne Manuel's Essentials Series. In this story the Child is invited on a journey where blocks are the...
Discover your next great read at BookLoop, Australiand online bookstore offering a vast selection of titles across various genres and interests. Whether you're curious about what's trending or searching for graphic novels that captivate, thrilling crime and mystery fiction, or exhilarating action and adventure stories, our curated collections have something for every reader. Delve into imaginative fantasy worlds or explore the realms of science fiction that challenge the boundaries of reality. Fans of contemporary narratives will find compelling stories in our contemporary fiction section. Embark on epic journeys with our fantasy and science fiction titles,
Shop Trending Books and New Releases
Explore our new releases for the most recent additions in romance books, fantasy books, graphic novels, crime and mystery books, science fiction books as well as biographies, cookbooks, self help books, tarot cards, fortunetelling and much more. With titles covering current trends, booktok and bookstagram recommendations, and emerging authors, BookLoop remains your go-to local australian bookstore for buying books online across all book genres.
Shop Best Books By Collection
Stay updated with the literary world by browsing our trending books, featuring the latest bestsellers and critically acclaimed works. Explore titles from popular brands like Minecraft, Pokemon, Star Wars, Bluey, Lonely Planet, ABIA award winners, Peppa Pig, and our specialised collection of ADHD books. At BookLoop, we are committed to providing a diverse and enriching reading experience for all.
Buy Educational Books and Textbooks Online at BookLoop
Shop School Textbooks for Primary, Secondary, and Higher Education
At BookLoop, we make it easy to buy school textbooks online in Australia for every stage of learning. Our extensive
textbook collection includes curriculum-aligned primary school books,
secondary school books, and resources for TAFE courses, vocational training, and university studies.
Each title is selected for accuracy, quality, and alignment with the Australian Curriculum, supporting teachers, students, and schools across the country. Whether you’re preparing for exams, classroom learning, or distance education, BookLoop’s range of educational books ensures your students have the right materials to succeed.
Teacher Resources, Classroom Tools and Professional Learning
Empower your teaching with teacher resources and classroom support materials from BookLoop.
Our collection includes lesson planning guides, literacy and numeracy workbooks, STEM education resources, and assessment tools that help educators deliver engaging, effective learning experiences.
We also stock a wide selection of preschool and early years education books tailored to early childhood development, classroom management, and student wellbeing.
Teachers can access everything from professional development books to interactive classroom activities — all carefully curated to enhance teaching outcomes and student success.
Educational Books and Learning Resources for Every Subject
Find educational books for students across a variety of subjects including English, Mathematics, Science, History, Geography, and the Arts.
BookLoop partners with trusted Australian publishers to provide up-to-date resources that meet classroom requirements and support independent learning.
Whether you’re a school administrator sourcing bulk textbook orders, a parent preparing for the new term, or a teacher updating your classroom library, BookLoop is your one-stop online bookstore for all education and teaching materials.
Sign In
your cart
Your cart is empty
Menu
Search
PRE-SALES
If you have any questions before making a purchase chat with our online operators to get more information.
