{"title":"Natural Computing Series","description":"\u003cp\u003eBücher aus der Reihe: Natural Computing Series\u003c\/p\u003e","products":[{"product_id":"explainable-ai-for-evolutionary-computation-ebook","title":"Explainable AI for Evolutionary Computation","description":"\u003cp\u003eThis book explores the intersection between explainable artificial intelligence (XAI) and evolutionary computation (EC). In recent years, the fields of XAI and EC have emerged as vital areas of study within the broader domain of artificial intelligence and computational intelligence. XAI seeks to address the pressing demand for transparency and interpretability in AI systems, enabling their decision-making processes to be scrutinised and trusted. Meanwhile, EC offers robust solutions to complex optimisation problems across diverse and challenging domains, drawing upon the principles of natural evolution. While each field has made significant contributions independently, their intersection remains an underexplored area rich with transformative potential.\u003c\/p\u003e\n\n\u003cp\u003eThis book charts a path towards advancing computational systems that are transparent, reliable, and ethically sound. It aims to bridge the gap between XAI and EC by presenting a comprehensive exploration of methodologies, applications and case studies that highlight the synergies between these fields. This book will serve as both a resource and an inspiration, encouraging researchers and practitioners within XAI and EC, as well as those from adjacent disciplines, to collaborate and drive the development of intelligent computational systems that are not only powerful but also inherently trustworthy.\u003c\/p\u003e","brand":"Niki van Stein","offers":[{"title":"Default Title","offer_id":53652538687815,"sku":"9789819625406","price":181.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/explainable-ai-for-evolutionary-computation-ebook-cover.webp?v=1775373237"},{"product_id":"coevolutionary-computation-and-its-applications-xin-yao-ebook","title":"Coevolutionary Computation and Its Applications","description":"\u003cp\u003ePart I Coevolutionary Computation Fundamentals, Applications, and Challenges.- Chapter 1 Evolutionary Computation: An Overview.- Chapter 2 Introduction to Coevolutionary Computation.- Chapter 3  Principal Approaches of Coevolution: Competitive and Cooperative.- Chapter 4 Applications of Coevolution in Real World Problem Solving.- Chapter 5 Pathologies and Analysis in Coevolutionary Search.- Part II Coevolutionary Computation on Optimization Problems.- Chapter 6 Coevolutionary Construction of Parallel Algorithm Portfolio Optimization.- Chapter 7 Cooperative Coevolution for Large Scale Optimization.- Chapter 8 High Dimensional Optimization as Computationally Expensive Optimization.- Chapter 9 Design Space Exploration for Multimode Dataflow Mapping.- Chapter 10 Cooperative Coevolutionary Design Optimization in Concurrent Engineering.- Part III Coevolutionary Computation on Learning Problems.- Chapter 11 Coevolutionary Learning in Noncooperative Games.- Chapter 12 Generalization in Coevolutionary Learning.- Chapter 13 Impact of Problem Structures in Coevolution.\u003c\/p\u003e","brand":"Xin Yao","offers":[{"title":"Default Title","offer_id":53652883046727,"sku":"9789819628414","price":213.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/coevolutionary-computation-and-its-applications-ebook-cover.webp?v=1775384817"}],"url":"https:\/\/www.cinebuch.de\/collections\/natural-computing-series.oembed","provider":"CineBuch","version":"1.0","type":"link"}