Focusing on comprehensive comparisons of the performance of stochastic optimization algorithms, this book provides an overview of the current approaches used to analyze algorithm performance in a range of common scenarios, while also addressing issues that are often overlooked. In turn, it shows how these issues can be easily avoided by applying the principles that have produced Deep Statistical Comparison and its variants. The focus is on statistical analyses performed using single-objective and multi-objective optimization data. At the end of the book, examples from a recently developed web-service-based e-learning tool (DSCTool) are presented. The tool provides users with all the functionalities needed to make robust statistical comparison analyses in various statistical scenarios. The book is intended for newcomers to the field and experienced researchers alike. For newcomers, it covers the basics of optimization and statistical analysis, familiarizing them with the subject matter before introducing the Deep Statistical Comparison approach. Experienced researchers can quickly move on to the content on new statistical approaches. The book is divided into three parts: Part I: Introduction to optimization, benchmarking, and statistical analysis – Chapters 2-4. Part II: Deep Statistical Comparison of meta-heuristic stochastic optimization algorithms – Chapters 5-7. Part III: Implementation and application of Deep Statistical Comparison – Chapter 8.
Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.
Focusing on comprehensive comparisons of the performance of stochastic optimization algorithms, this book provides an overview of the current approaches used to analyze algorithm performance in a range of common scenarios, while also addressing issues that are often overlooked. In turn, it shows how these issues can be easily avoided by applying the principles that have produced Deep Statistical Comparison and its variants. The focus is on statistical analyses performed using single-objective and multi-objective optimization data. At the end of the book, examples from a recently developed web-service-based e-learning tool (DSCTool) are presented. The tool provides users with all the functionalities needed to make robust statistical comparison analyses in various statistical scenarios. The book is intended for newcomers to the field and experienced researchers alike. For newcomers, it covers the basics of optimization and statistical analysis, familiarizing them with the subject matter before introducing the Deep Statistical Comparison approach. Experienced researchers can quickly move on to the content on new statistical approaches. The book is divided into three parts: Part I: Introduction to optimization, benchmarking, and statistical analysis – Chapters 2-4. Part II: Deep Statistical Comparison of meta-heuristic stochastic optimization algorithms – Chapters 5-7. Part III: Implementation and application of Deep Statistical Comparison – Chapter 8.
Facing Armageddon is the first scholarly work on the 1914-18 War to explore, on a world-wide basis, the real nature of the participants experience. Sixty-four scholars from all over the globe deliver the fruits of recent research in what civilians and servicemen passed through, in the air, on the sea and on land.
This book challenges the current view of the Homeric epics that they reflect only the institutions and ideas of the Dark Ages, during which they were composed, telling us nothing about the Mycenaean Age preceding it. Comparing evidence from the Near East with the Homeric corpus, Peter Karavites argues that the epics actually contain much that harks back to the Mycenaean Age, and that the two eras may not be completely discontinuous after all. Most contemporary scholars maintain that the mighty Mycenaean period was almost completely separated from the Dark Ages and that virtually no evidence of the former remains, with the exception of the archeological finds and the meager testimony of the Linear B tablets. However, the Near Eastern evidence about treaties and other forms of promising suggests that the Iliad and Odyssey may indeed provide historical pictures of the Mycenaean times featured in their narratives.
This book challenges the current view of the Homeric epics, according to which they reflect only the institutions and ideas of their own time, telling us nothing about the Mycenaean Age preceding it. Using a comparative analysis of evidence from the Near East and the Homeric corpus, Peter Karavites comes to the bold conclusion that the epics actually contain much that harks back to the Mycenaean Age, and that the two eras may not be completely discontinuous after all. Most contemporary scholars maintain that the mighty Mycenaean period was almost completely separated from the Dark Ages and that virtually no evidence of the former remains, with the exception of the archeological finds and the meager testimony of the Linear B tablets. However, the Near Eastern evidence about treaties and other forms of promising suggests that the Iliad and Odyssey may indeed provide historical pictures of the Mycenaean times featured in their narratives.
Aceasta este uimitoarea poveste adevărată a omului de știință Peter Scott-Morgan: el a devenit prima persoană din lume care, îmbinând umanitatea cu robotica, s-a transformat în cyborg uman: Peter 2.0. Peter, strălucit om de știință, află că va pierde tot ce iubește. Soțul. Familia. Prietenii. Posibilitatea de a călători. Toate vor dispărea. Însă nu renunță. Jură că nu va lăsa să se întâmple asta și caută un nou început… Peter are boala neuronală motorie, o afecțiune despre care află că-i va distruge celulele nervoase și îi va pune capăt vieții. Însă, folosindu-și cunoștințele științifice, mânat de speranță și dragoste, își învinge teama și disperarea și pornește pe un nou drum, care-i permite nu numai să supraviețuiască, ci și să facă progrese uluitoare. Cercetările sale în domeniul roboticii demonstrează că un diagnostic terminal este negociabil, lucru care va rescrie cu siguranță viitorul. Și va schimba lumea. „Povestea lui Peter este una dintre cele mai convingătoare pe care le vei auzi vreodată. Îi îndemn pe toți să o citească." – Stephen Fry „Scott-Morgan este cu adevărat unic. În felul în care își povestește dragostea, mai degrabă decât în detaliile tehnice ale transformării lui în cyborg, stă reușita cărții sale." – The Times „Sunt uluitoare optimismul, curajul și capacitatea lui Peter de a găsi soluții radicale la probleme care au pus în încurcătură cele mai strălucite minți din Marea Britanie." – Daily Telegraph „Fascinant și extrem de emoționant." – Sun
Following contemporary approaches and current trends in historiography, the book in 18 papersdeals with the history of Slovene and neighbouring territories in the Middle Ages, and Slovene historiography related to the period. It makes the medieval history of this part of Europe accessible to the widest range of researchers.
First published in 1997, this volume aims to present a new perspective on the history of the Serbs in the twentieth century, viewing this period through the lives of its most significant Serb participants. Its contributors represent a diverse variety of backgrounds, coming from different countries, academic disciplines, intellectual traditions and generations. The aim of this book is to present a new perspective on the history of the Serbs in the twentieth century through the lives of its most significant Serb participants. Nikola Pasic, Dragutin Dimitirjevic-Apis, Radomir Putnik, King Peter, King Aleksandar, Prince Pavle, Dragoljub-Draza Mihailovic and Slobodan Milosevic whose lives are profiled in the books were, in the opinion of the editors, in position significantly to shape the destiny of the Serbs. In reviewing their life and achievements, the dilemmas facing the Serbs and their leaders in the twentieth century should hopefully become clearer as well. As each of the eight leaders exercised power and influence at critical times, each of them is in many ways still a controversial figure. In order to provide the necessary historical background, in the first chapter Peter Radan offers a brief overview and assessment of the course of the history of the Serbs during the twentieth century.
This book challenges the current view of the Homeric epics that they reflect only the institutions and ideas of the Dark Ages, during which they were composed, telling us nothing about the Mycenaean Age preceding it. Comparing evidence from the Near East with the Homeric corpus, Peter Karavites argues that the epics actually contain much that harks back to the Mycenaean Age, and that the two eras may not be completely discontinuous after all. Most contemporary scholars maintain that the mighty Mycenaean period was almost completely separated from the Dark Ages and that virtually no evidence of the former remains, with the exception of the archeological finds and the meager testimony of the Linear B tablets. However, the Near Eastern evidence about treaties and other forms of promising suggests that the Iliad and Odyssey may indeed provide historical pictures of the Mycenaean times featured in their narratives.
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