{"product_id":"swarm-intelligence-collective-systems-explained-a-beginners-guide-to-biological-self-organization-nature-inspired-algorithms-and-swarm-robotics-9798254113577","title":"Swarm Intelligence \u0026 Collective Systems Explained: A Beginner's Guide to Biological Self-Organization, Nature-Inspired Algorithms, and Swarm Robotics","description":"\u003cp\u003e • Author(s): Illuminate Code Labs\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming - Algorithms\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eSwarm Intelligence brings together simple, locally interacting agents to produce powerful, emergent solutions without central control. This book introduces the core concepts-agents, local interaction, emergence, stigmergy, and the exploration-exploitation trade-off-in clear, sensory-rich language designed for beginners.\u003c\/p\u003e\u003cp\u003eReaders will master two foundational metaheuristics: \u003cem\u003eParticle Swarm Optimization (PSO)\u003c\/em\u003e, which navigates continuous cost surfaces using position, velocity, personal best, and global best; and \u003cem\u003eAnt Colony Optimization (ACO)\u003c\/em\u003e, which builds combinatorial solutions on graphs through pheromone trails, heuristic information, and probabilistic transition rules. Detailed step-by-step algorithms, constraints, and parameter guidance make implementation straightforward.\u003c\/p\u003e\u003cp\u003eThe third chapter bridges theory and practice by mapping these algorithms onto physical robots. Concepts such as robot pose, motion command, virtual pheromone fields, and sensor-derived costs illustrate how decentralized swarms solve navigation, coverage, and collective transport tasks.\u003c\/p\u003e\u003cp\u003eFinally, the book shows how to abstract any problem into a continuous cost surface or a graph, enabling engineers to reuse the same feedback-driven framework across domains-from logistics to autonomous exploration.\u003c\/p\u003e\u003cp\u003eWith vivid examples, active-voice explanations, and consistent formatting, this guide equips readers to design, implement, and experiment with swarm-based solutions, unlocking the potential of emergent, high-quality optimization in both software and hardware environments.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47775359271063,"sku":"9798254113577","price":757.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798254113577.webp?v=1777989869","url":"https:\/\/atlanticbooks.com\/products\/swarm-intelligence-collective-systems-explained-a-beginners-guide-to-biological-self-organization-nature-inspired-algorithms-and-swarm-robotics-9798254113577","provider":"Atlantic Books","version":"1.0","type":"link"}